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  • 1
    Online Resource
    Online Resource
    DevOps Key Concepts (2022)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 4 Hours of Video Instruction Learn DevOps key concepts, including its values, principles, and, at a high level, its practices. With this in mind, understand why the business is driving DevOps and where and how to start achieving a DevOps transformation. Overview In this course, you learn the key concepts—the what and why— of DevOps. Join Donna Knapp, curriculum development manager for ITSM Academy, to learn how this movement is enabling organizations to establish workplace cultures and environments that enable them to continuously deliver software rapidly, frequently, and reliably. Explore the business benefits of DevOps through real-world examples paired with industry statistics. Also, dive into the relationship between DevOps and other frameworks, such as Agile, Lean, IT service management (ITSM), DevSecOps, Site Reliability Engineering (SRE), and Value Stream Management. About the Instructor Donna Knapp has more than 30 years of experience in the IT industry and for the past 15 years has been ITSM Academy’s curriculum development manager. Donna’s years of practical experience and love of learning show in her engaging and informative speaking style and many certifications, including ITIL Managing Professional, ITIL Strategic Leader, Certified Process Design Engineer, DevOps Foundation, DevOps Leader, DevOps Test Engineering, Continuous Delivery Architecture, DevSecOps Foundation, Site Reliability Engineering Foundation, Certified Scrum Master, Certified Agile Service Manager, Certified Agile Process Owner, Knowledge-Centered Support, and VeriSM Foundation. Donna was the lead developer for the DevOps Institute’s DevOps Foundation course, is the author of the ITSM for DevOps and Certified Agile Process Owner (CAPO) courses, and recently teamed with Michael Orzen (co-author of Lean IT) to develop a Value Stream Mapping Fundamentals course. Donna is the author of The ITSM Process Design Guide: Developing, Reengineering, and Improving IT Service Management (which serves as the foundation for the Certified Process Design Engineer qualification), as well as two college textbooks, A Guide to Service Desk Concepts , Fourth Edition, and A Guide to Customer Service Skills for Service Desk Professionals , Fourth Edition. Donna is also a member of the ITIL 4 examination panel. Donna is a huge fan of W. Edwards Deming and is notorious for evoking his wisdom (#donnasaiddeming). Learn How To Get a high-level understanding of DevOps, including i...
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Developing Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 3 (2022)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Developing Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 3 Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Dr. Mark Fenner, owner of Fenner Training and Consulting, LLC, has taught computing and mathematics to diverse adult audiences since 1999, and holds a PhD in computer science. His research has included design, implementation, and performance of machine learning and numerical algorithms; developing learning systems to detect user anomalies; and probabilistic modeling of protein function.
    Note: Online resource; Title from title screen (viewed January 5, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    C++ Core Guidelines Explained : Best Practices for Modern C++ (2022)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780136875758
    Language: English
    Pages: 1 online resource (464 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Write More Elegant C++ Programs and Improve Legacy Code "We are very pleased to see Rainer Grimm applying his teaching skills and industrial background to tackling the hard and necessary task of making the C++ Core Guidelines accessible to more people." -- Bjarne Stroustrup and Herb Sutter, co-editors, C++ Core Guidelines The official C++ Core Guidelines provide consistent best practices for writing outstanding modern C++ code, but they aren't organized for easy usage by working developers. In C++ Core Guidelines Explained , expert C++ instructor Rainer Grimm has distilled them to their essence, removing esoterica, sharing new insights and context, and presenting well-tested examples from his own training courses. Grimm helps experienced C++ programmers use the Core Guidelines with any recent version of the language, from C++11 onward. Most of his code examples are written for C++17, with added coverage of newer versions and C++20 wherever appropriate, and references to the official C++ Core Guidelines online. Whether you're creating new software or improving legacy code, Grimm will help you get more value from the Core Guidelines' most useful rules, as you write code that's safer, clearer, more efficient, and easier to maintain. Apply the guidelines and the underlying programming philosophy Correctly use interfaces, functions, classes, enum, resources, expressions, and statements Optimize performance, implement concurrency and parallelism, and handle errors Work with constants, immutability, templates, generics, and metaprogramming Program in C++ style, manage source files, and use the Standard Library
    Note: Online resource; Title from title page (viewed March 25, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    Threat Intelligence and Threat Hunting (2022)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 7+ Hours of Video Instruction 7+ hours of video training exploring key threat intelligence and threat hunting concepts Overview: A cybersecurity professional needs to understand threats, threat actors, and have a clear understanding of where attackers are trying to take advantage of vulnerabilities. With more than 7 hours of video training, Threat Intelligence and Threat Hunting LiveLessons provides learners with a look at where the vulnerabilities in software, cloud, and other attack surfaces exist. Throughout the course, the learner will explore how to classify threats, work with the vulnerabilities, and use common assessment methodologies. The course will also dive into understanding threats against Internet of Things, real-time operating systems, and cloud-based environments. Threat Intelligence and Threat Hunting LiveLessons is taught by expert trainer, author, and cybersecurity expert Aamir Lakhani using hands-on demos, in-depth discussions, and lightboard explanations. The course will cover the best practices for cybersecurity in a way that is easy to access and implement in real world situations. Topics include: Importance of Threat Data and Intelligence Utilizing Threat Intelligence to Support Organization Security Vulnerability Management Activities Analyzing Output from Common Vulnerability Assessment Tools Threats Associated with the Cloud and Specialized Technology Implementing Controls to Mitigate Attacks and for Software Vulnerabilities Analyzing Logs and Impact Analysis About the Instructor Aamir Lakhani is a leading senior security strategist. He is responsible for providing IT security solutions to major enterprises and government organizations. Mr. Lakhani creates technical security strategies and leads security implementation projects for Fortune 500 companies. Industries of focus include healthcare providers, educational institutions, financial institutions, and government organizations. Aamir has designed offensive counter-defense measures for the Department of Defense and national intelligence agencies. He has also assisted organizations with safeguarding IT and physical environments from attacks perpetrated by underground cybercriminal groups. His areas of expertise include cyber defense, mobile application threats, malware management, Advanced Persistent Threat (APT) research, and investigations relating to the Internet’s dark security movement. Skill Level: Beginner Learn How To: Apply key threat int...
    Note: Online resource; Title from title screen (viewed January 12, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    System and Privacy Data Protection (2022)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 4+ Hours of Video Instruction 4+ hours of deep-dive training covering key system privacy and data protection concepts Overview: Cybersecurity is not only about preventing data breaches and hunting for attackers, it also involves many aspects of system and data privacy. With more than 4 hours of video training, System and Privacy Data Protection LiveLessons provides learners with an understanding of how to protect and store existing data, as well as understand that data confidentiality and business impacts are critical to data protection. In this course, the learner will examine multiple aspects of system privacy and data protection ranging from basic concepts to tools that are commonly used by data practitioners. System and Privacy Data Protection LiveLessons is taught by expert trainer, author, and cybersecurity expert Aamir Lakhani using hands-on demos, in-depth discussions, and lightboard explanations. This course will cover the best practices cybersecurity fundamentals in a way that is easy to access and implement in real world situations. Topics include: Data Privacy and Protection Risk Mitigation Importance of Policies, Procedures, and Controls Analyzing Logs and Impact Analysis SIEMs and Query Writing E-Mail Analysis Automation About the Instructor Aamir Lakhani is a leading senior security strategist. He is responsible for providing IT security solutions to major enterprises and government organizations. Mr. Lakhani creates technical security strategies and leads security implementation projects for Fortune 500 companies. Industries of focus include healthcare providers, educational institutions, financial institutions, and government organizations. Aamir has designed offensive counter-defense measures for the Department of Defense and national intelligence agencies. He has also assisted organizations with safeguarding IT and physical environments from attacks perpetrated by underground cybercriminal groups. His areas of expertise include cyber defense, mobile application threats, malware management, Advanced Persistent Threat (APT) research, and investigations relating to the Internet’s dark security movement. Skill Level: Beginner Learn How To: Manage your security and privacy Protect and store existing data Use common tools to analyze and store logs Conduct impact analysis and risk mitigation Who Should Take This Course: Cybersecurity Professionals Anyone interested in learning cyber security fundamentals Cours...
    Note: Online resource; Title from title screen (viewed January 12, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    Learn How to Program with Java (2022)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 7+ Hours of Video Instruction Overview Learn How to Program with Java LiveLessons takes the learner from beginner to proficient, covering all the important concepts in Java: from basic syntax, to object-oriented basics, to using libraries, to building user interfaces. Description The Java programming language is designed specifically to be readable, secure, and highly performant; therefore, small and large companies make use of it, and knowing Java guarantees you a variety of career options for the foreseeable future. Becoming an effective Java programmer requires much more training than learning languages such as Python or JavaScript. In this course, Shaun bridges the gap and provides students with all the resources they need to effectively program in Java. This course provides a solid foundation in programming with Java. Shaun starts off teaching the basics, such as data types, basic syntax, and program structure with simple operations. He then moves into the basics of object-oriented programming in Java, then into more granular topics, such as mapping and user interfaces. About the Instructor Shaun Wassell is a senior software developer who specializes in full-stack development and software architecture. He manages teams of developers and teaches hundreds of thousands more how to create enterprise-ready applications. Shaun’s online courses have more than 300,000 learners, largely because of his passion for development and his focus on helping people apply their programming skills in the real world. He is a lifelong programmer and problem-solving addict whose goal is to help people solve meaningful problems by mastering the art of software development. Please don’t hesitate to get in touch with him about any opportunities or if you’d like to stay up to date on his other courses and live trainings. Skill Level Beginner What You Will Learn The art of thinking like a programmer The basics of Java in a fun and hands-on way Object-oriented programming and how it works, with many examples How to build user interfaces with Java’s Swing library How to use Java Collections to work with data effectively How to run multiple operations at the same time in Java Deployment options for Java applications Who Should Take This Course Junior developers Mid-level developers Course Requirements This is an entry-level course, so there are no mandatory prerequisites. Some existing knowledge of basic programming concepts might be he...
    Note: Online resource; Title from title screen (viewed January 13, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    Node.js Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction Learn to write performant back-end applications in JavaScript by leveraging the Node.js runtime. Shaun Wassell teaches JavaScript developers how to write and run server-side JavaScript applications for the powerful Node.js runtime. It includes topics such as working with the file system, creating web servers, installing, using, and publishing NPM packages, Google V8 engine, testing, and much more. Description Several years ago, it wasn’t possible to write JavaScript programs for the back-end. JavaScript was strictly limited to running in a browser, and if a developer wanted to write back-end software, they had little choice but to learn another programming language, such as PHP. Now, that has all changed. Thanks to Node.js, which allows JavaScript to be run outside the browser, JavaScript developers can write web-servers, server-side scripts, and any number of other useful back-end programs. This LiveLessons video shows developers how to write and run server-side JavaScript applications for the powerful Node.js runtime. The code repository for this LiveLesson can be accessed at https://github.com/shaunwa/node-course . About the Instructor Shaun Wassell 's goal is to create a world where people are empowered to use programming as a way to solve meaningful problems--a world where writing code is just as natural for most people as walking or breathing. To help make this a reality, he has dedicated the past few years to helping people learn and master software development skills through video courses, live training sessions, and one-on-one tutoring. Shaun has been programming since he was a kid, when creating video games was his gateway into the world of software. Since then, he's been fortunate enough to be a contributing member on many amazing software projects and work with some incredible mentors along the way. Skill Level Intermediate What You Will Learn Learn to quickly and easily write performant back-end applications in JavaScript by leveraging the Node.js runtime: Write useful server-side programs using modern JavaScript Build Node.js web servers using several different frameworks Deploy your Node.js applications so that they can be accessed from anywhere Create and publish an open-source NPM package Shaun also covers more advanced features for developers, such as: Maximizing the performance of your Node.js programs by learning about how Nodes V8 runtime works Interfacing with databases in Nod...
    Note: Online resource; Title from title screen (viewed February 8, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    Calculus for Machine Learning LiveLessons (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Calculus for Machine Learning LiveLessons Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
    Note: Online resource; Title from title screen (viewed January 20, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    Building Linux Servers : DHCP, DNS, and Directory Services (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Building Linux Servers: DHCP, DNS, and Directory Services LiveLessons
    Note: Online resource; Title from title screen (viewed February 11, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 10
    Online Resource
    Online Resource
    Software Architecture in Practice, 4th Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780136885979
    Language: English
    Pages: 1 online resource (464 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The Definitive, Practical, Proven Guide to Architecting Modern Software--Now Fully Updated Now with nine new chapters, Software Architecture in Practice, Fourth Edition, thoroughly explains what software architecture is, why it’s important, and how to design, instantiate, analyze, evolve, and manage it in disciplined and effective ways. Three renowned software architects cover the entire lifecycle, presenting practical guidance, expert methods, and tested models for use in any project, no matter how complex. You'll learn how to use architecture to address accelerating growth in requirements, system size, and abstraction, and to manage emergent quality attributes as systems are dynamically combined in new ways. With insights for utilizing architecture to optimize key quality attributes--including performance, modifiability, security, availability, interoperability, testability, usability, deployability, and more--this guide explains how to manage and refine existing architectures, transform them to solve new problems, and build reusable architectures that become strategic business assets. Discover how architecture influences (and is influenced by) technical environments, project lifecycles, business profiles, and your own practices Leverage proven patterns, interfaces, and practices for optimizing quality through architecture Architect for mobility, the cloud, machine learning, and quantum computing Design for increasingly crucial attributes such as energy efficiency and safety Scale systems by discovering architecturally significant influences, using DevOps and deployment pipelines, and managing architecture debt Understand architecture's role in the organization, so you can deliver more value
    Note: Online resource; Title from title page (viewed July 27, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 11
    Online Resource
    Online Resource
    Evaluating Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 2 (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 4 Hours of Video Instruction vDescription Code-along sessions move you from introductory machine learning concepts to concrete code. Overview Machine learning is moving from futuristic AI projects to data analysis on your desk. You need to go beyond following along in discussions to coding machine learning tasks. These videos show you how to turn introductory machine learning concepts into concrete code using Python, scikit-learn, and friends. You learn about the fundamental metrics used to evaluate general learning systems and specific metrics used in classification and regression. You will learn techniques for getting the most informative learning performance measures out of your data. You will come away with a strong toolbox of numerical and graphical techniques to understand how your learning system will perform on novel data. About the Instructor Mark Fenner, PhD, has been teaching computing and mathematics to diverse adult audiences since 1999. His research projects have addressed design, implementation, and performance of machine learning and numerical algorithms, learning systems for security analysis of software repositories and intrusion detection, probabilistic models of protein function, and analysis and visualization of ecological and microscopy data. Mark continues to work across the data science spectrum from C, Fortran, and Python implementation to statistical analysis and visualization. He has delivered training and developed curriculum for Fortune 50 companies, boutique consultancies, and national-level research laboratories. Mark holds a Ph.D. in Computer Science and owns Fenner Training and Consulting, LLC. Skill Level Beginner to Intermediate Learn How To Recognize underfitting and overfitting with graphical plots. Make use of resampling techniques like cross-validation to get the most out of your data. Graphically evaluate the learning performance of learning systems Compare production learners with baseline models over various classification metrics Build and evaluate confusion matrices and ROC curves Apply classification metrics to multi-class learning problems Develop precision-recall and lift curves for cla...
    Note: Online resource; Title from title screen (viewed April 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 12
    Online Resource
    Online Resource
    Learn Angular for Modern Web Applications (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. The companion files for this course can be found at https://github.com/shaunwa/learn-angular-example-code .
    Note: Online resource; Title from title screen (viewed May 14, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 13
    Online Resource
    Online Resource
    Practical Splunk for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Description Hands-on approach to learning the Splunk platform to search, report, and visualize machine-generated data. Overview Practical Splunk for Beginners LiveLessons provides you with functional, hands-on instruction on how to create data intelligence from machine-generated data. About the Instructor Karun Subramanian is an IT operations expert focusing on modernizing monitoring and observability. With over 20 years of experience, Karun has helped numerous companies transform their IT operations ecosystem. His expertise includes log aggregation, time series databases, cloud infrastructure, and machine data analytics. He is a Splunk Certified Architect. Karun is the author of the book Practical Splunk Search Processing Language: A Guide for Mastering SPL Commands for Maximum Efficiency and Outcome . Skill Level Beginner to Intermediate Learn How To Search using Search Processing Language (SPL) Group and correlate events Perform statistical calculations from search results Visualize data using charts Create reports and alerts Create dashboards Use lookups to enhance search results Who Should Take This Course Users in IT Operations area who need to use Splunk for monitoring and troubleshooting their applications and infrastructure Application developers and architects will also find the course useful for analyzing application log files. Security professionals can make use of the course if they use Splunk as an SIEM platform Course Requirements Basic Linux commands Basic SQL queries Lesson Descriptions: Lesson 1: The Splunk Platform In this lesson Karun covers the basics of the Splunk platform. You learn what Splunk is and why organizations use it. He reviews the various components that make up the Splunk platform. He covers the role of a Splunk search head and an indexer. He also covers the practical ways Splunk can be utilized in your organization. Finally, Karun shows you how to install and set up Splunk in your own local environment. Learning is lot easier and fun when you have your own Splunk environment. By the end of the lesson you will have a good understanding of the Splunk platform, setting you up for more learning and effective use. Lesson 2: Search Processing Language This lesson dives into the Splunk Search Processing Language, also known as SPL, which is the backbone of the Splunk platform. Karun presents the Splunk search interface to you by walking you through the Splunk Web search and reporting a...
    Note: Online resource; Title from title screen (viewed July 7, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 14
    Online Resource
    Online Resource
    Software Development Pearls : Lessons from Fifty Years of Software Experience (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780137487806
    Language: English
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Experience is a powerful teacher, but it is also slow and painful -- and software practitioners cannot afford to make every mistake others have suffered. This book helps you compress your learning curve and bypass much of the pain by absorbing lessons from others who served in the trenches before you. Drawing on 20+ years helping software teams succeed in nearly 150 organizations, Karl Wiegers presents 60 concise lessons and practical recommendations you can apply to all kinds of projects, regardless of your application domain, technology, development lifecycle, or platform infrastructure. The principles, perspectives, and philosophical observations Wiegers holds have proven valid for decades, and will remain relevant for many years to come. Embodying both wisdom for deeper understanding and guidance for practical use, they represent an invaluable complement to the technical "nuts and bolts" software developers usually study. Software Development Pearls covers multiple crucial domains of project success: requirements, design, project management, culture and teamwork, quality, and process improvement. Each chapter suggests several "first steps" and "next steps" to help you begin immediately applying the author's hard-won lessons -- and writing code that is more successful in every way that matters.
    Note: Online resource; Title from title page (viewed October 22, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 15
    Online Resource
    Online Resource
    Inside the Android OS : Building, Customizing, Managing and Operating Android System Services (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780134096377
    Language: English
    Pages: 1 online resource (272 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Inside the Android OS is the first comprehensive guide and reference for developers who want to customize and integrate Android into their own embedded devices. Replete with code examples, it encourages you to create your own working code versions as you read -- whether for your own personal insight or for a workplace project in the fast-growing marketplace for non-phone Android devices. G. Blake Meike responds to the real-world needs of embedded and IoT developers moving to Android, providing indispensable information without becoming obscure or too specialized. Meike teaches through a book-length project that covers everything developers need to know to create their own custom Android service. You’ll find approachable yet precise coverage of: Why Android is becoming a pervasive embedded platform Using Android’s four-tier architectural model in embedded devices Setting up a build platform, downloading the AOSP source, and building an Android image Walking through system startup on a running Android system Running native services on embedded systems Using Android’s Native Development Kit (NDK) and HAL to link interpreted Java with native C/C++ code Taking a deep dive into the seminal Zygote application and its Dalvik interpreter Quickly building Java system services Working with Binder, Android’s heart and the root of its security and access control models Establishing permissions and access control Enabling apps to use the services you’ve created Building SDKs that allow third-party developers to code for your device And much more If you’re a software professional who wants to construct or maintain a successful Android-based product, this is the book you’ve been searching for.
    Note: Online resource; Title from title page (viewed August 10, 2021) , Mode of access: World Wide Web.
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  • 16
    Online Resource
    Online Resource
    Getting Started with Containers (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Getting Started with Containers Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
    Note: Online resource; Title from title screen (viewed September 28, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Online Resource
    From IT to DevOps (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 8 Hours of Video Instruction DevOps is a set of practices that works to automate and integrate the processes between software development and IT teams so they can build, test, and release software faster and more reliably. These days, it is imperative for engineers in the IT industry to understand what DevOps is and how it works so they can keep their skills and knowledge up to date. This LiveLessons does just that! Description The days of specializing in just one technology are obsolete. People and teams involved in the whole DevOps cycle are now (or soon will be) cross-functional, where developers can add operations knowledge and operations engineers can incorporate development and scripting knowledge in order to help the entire team output better products faster. In this video training, Paul Furlan covers what you need to skill up and succeed. With this LiveLessons course, IT Pros will have the chance to see how a product can be developed by applying DevOps to the entire process, and they will also have hands-on labs to test concepts and learn. About the Instructor Paul Furlan describes himself as an information technologies Swiss army knife. He is an IT industry veteran with more than 17 years of experience across several roles, such as helpdesk, full-stack web development, systems administration, and backups. He is currently a DevOps engineer focused on the support and administration of the VCS and CI/CD pipelines. In addition to his day job, Paul spends time reading content related to science and technology (sometimes out loud to practice pronunciation), challenges himself to get out of comfort zones, and plays with his pets and recording music. He always tries to make time to learn and practice new skills. He promotes this to everyone in the IT industry, as this field is constantly changing and rapidly evolving. Skill Level Beginner to Intermediate What You Will Learn Build a complete product from ideation through deployment with Gitlab Deploy the application using a DevOps approach with Gitlab Continuous Deployment pipelines. Learn how each phase of the DevOps cycle works. Perform testing on your application to detect bugs and make sure all is working as expected. Unit test and load test to detect bugs, security vulnerabilities, performance, and more. Perform static code analysis. Explore the most popular application packager managers, such as Maven, NPM, NuGet, and PyPi. Who Should Take This Course Primary: Junior IT ...
    Note: Online resource; Title from title screen (viewed November 4, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Beautiful C++ : 30 Core Guidelines for Writing Clean, Safe, and Fast Code (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780137647767
    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Conquer the Complexity of Modern C++ " Beautiful C++ presents the C++ Core Guidelines from a developer's point of view with an emphasis on what benefits can be obtained from following the rules and what nightmares can result from ignoring them. For true geeks, it is an easy and entertaining read. For most software developers, it offers something new and useful." --Bjarne Stroustrup, inventor of C++ and co-editor of the C++ Core Guidelines Writing great C++ code needn't be difficult. The C++ Core Guidelines can help every C++ developer design and write C++ programs that are exceptionally reliable, efficient, and well-performing. But the Guidelines are so jam-packed with excellent advice that it's hard to know where to start. Start here, with Beautiful C++ . Expert C++ programmers Guy Davidson and Kate Gregory identify 30 Core Guidelines you'll find especially valuable, and offer detailed practical knowledge for improving your C++ style. For easy reference, this book is structured to align closely with the official C++ Core Guidelines website. Throughout, Davidson and Gregory offer useful conceptual insights and expert sample code, illuminate proven ways to use both new and longstanding language features more successfully, and show how to write programs that are more robust and performant by default. Avoid "bikeshedding": stop wasting valuable time on trivia Don't hurt yourself by writing code that will cause problems later Know which legacy features to avoid and the modern features to use instead Use newer features properly, to get their benefits without creating new problems Default to higher-quality code that's statically type-safe, leak resistant, and easier to evolve Use the Core Guidelines with any modern version of C++: C++20, C++17, C++14 or C++11 Whether you've worked with C++ for decades or you've only recently focused on it, there's something here to improve virtually every program you write, design, or maintain.
    Note: Online resource; Title from title page (viewed December 23, 2021) , Mode of access: World Wide Web.
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  • 19
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    Online Resource
    Cloud Native Java with Kubernetes, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Cloud Native Java with Kubernetes, 2nd Edition Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
    Note: Online resource; Title from title screen (viewed December 3, 2021) , Mode of access: World Wide Web.
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  • 20
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    Online Resource
    Building and Managing Microservices with Kubernetes and Istio (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 6+ Hours of Video Instruction Learn the most efficient way to manage and run Microservices in Kubernetes and Istio. Overview Microservices are the new development model for running complex applications. Building and Managing Microservices with Kubernetes and Istio LiveLessons will cover the topics you will need to run successful Microservices in Kubernetes and Istio. Building and Managing Microservices with Kubernetes and Istio LiveLessons starts with an overview of Microservices and why it is the right choice to run complex applications. The course will then discuss how to automatically implement Microservices using Kubernetes, a procedure that starts with source files in Git, before exploring topics of container images and how to build them efficiently. Lastly, it will also cover how to apply decoupling in Kubernetes for full implementation of automated and orchestrated Microservice environment. Instructor Sander van Vugt uses hands-on-labs to give you a deeper understanding of the topics covered in the course. About the Instructor Sander van Vugt has many years of experience working with, writing about, and teaching Linux and Open Source topics. He is the author of the best-selling Red Hat RHCSA Cert Guide and the Red Hat RHCSA Complete Video Course along with many other titles on topics that include RHCE, Bash, Kubernetes, Ansible and more. Sander also works as a Linux instructor, teaching on-site and on-line classes for customers around the world. Topics include: Understanding Microservices Using Git Containers QuickStart Understanding Container Orchestration and Service Mesh Getting Started with Kubernetes Creating Container-based Microservices in Kubernetes Getting Started with Istio Service Mesh Managing Microservices with Istio Service Mesh Skill Level Beginner to Intermediate Learn How To Manage source code for microservices Build custom container images Use Kubernetes technology to manage Microservices Use Service Mesh Who Should Take This Course This course is for anyone who wants to learn how to move from traditional applications that are installed on a server platform to orchestrated containers in a Microservices environment. The course is for developers and DevOps engineers who want to know what happens after the code is written, as well as administrators responsible for implementing the Microservices infrastructure. Course Requirements A computer with a recent operating system and at least 4GB RAM and 20GB...
    Note: Online resource; Title from title screen (viewed December 3, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Python Programming with Design Patterns (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780137579921
    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Improve Your Python Code with Modern Object-Oriented Design Patterns To write clean, efficient, maintainable code, developers everywhere turn to design patterns. Now there’s a Python-specific patterns guide that’s friendly and practical enough for every Python developer, regardless of experience. Best-selling patterns author James W. Cooper presents visual, example-driven explanations of 23 proven patterns for writing superior object-oriented code. Through clear and intuitive code samples, he introduces modern techniques for creating Python objects that interact effectively in powerful, flexible programs. Python newcomers--including those moving from other languages--will find a succinct introduction designed to get them up to speed fast. Cooper’s wide-ranging patterns coverage addresses abstract classes, multiple inheritance, GUI programming and widgets, graphical classes, drawing and plotting, math, databases, Python decorators, images, threads, iterators, creating executable code, and more. Throughout, his informal visual presentation makes patterns far easier to work with--so you can confidently build sophisticated programs that use Python’s rich capabilities. Review the essentials of Python objects and visual programming Learn what design patterns are, and how they help you write better code Use creational patterns to enhance flexibility and avoid unnecessary complexity Apply structural patterns to ensure that program elements work together well in large programs Optimize communication between objects with behavioral patterns
    Note: Online resource; Title from title page (viewed December 17, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Quantum Computing Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780136793830
    Language: English
    Pages: 1 online resource (650 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Quantum computing is moving from advanced labs to real-world application, and opportunities for qualified quantum computing specialists are growing rapidly. Quantum Computing Fundamentals is the first systematic guidebook for the growing number of technical professionals and students who want to master the field’s core concepts and practical techniques. Leading security expert, researcher, instructor, and author Chuck Easttom II brings together all the knowledge you need – including essentials that other books assume you already know, such as basic linear algebra, logic gates, and elementary quantum physics. Easttom’s quizzes, hands-on exercises, and review sections help you build true mastery right now . He walks you through building real applications with Q#, Microsoft’s powerful new quantum computing programming language, and using Microsoft’s simulator so you don’t need your own quantum computer. With Quantum Computing Fundamentals , you don’t have to read multiple books to find what you need: one guide brings it all together. By the time you’re done, you won’t just understand quantum computing theory: you’ll have hands-on skills for getting quantum computing results .
    Note: Online resource; Title from title page (viewed June 16, 2021) , Mode of access: World Wide Web.
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  • 23
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    Online Resource
    How Networks Really Work (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7+ Hours of Video Instruction There are many elements to a networking system, including hosts, virtual hosts, routers, virtual routers, routing protocols, discovery protocols, etc. Each protocol and device (whether virtual or physical) is generally studied as an individual “thing.” It is not common to consider all these parts as components of a system that works together to carry traffic through a network. To show how all these components work together to form a complete system, this video course presents a series of walk throughs showing the processing involved in various kinds of network events, and how control planes use those events to build the information needed to carry traffic through a network. One of the foremost internetworking experts, Russ White leverages his decades of experience in building and troubleshooting large scale networks at the likes of Cisco, LinkedIn, and Juniper to present you with a proven methodology that will help you understand why and how networking technologies work. You will learn to consider the specific problems being solved, why specific solutions are chosen, and how solutions relate to one another. In addition to providing a solid overview of many common protocols and solutions, this valuable insight helps you develop the ability to understand why you should make particular implementation decisions and what the tradeoffs are in each situation, enhance your troubleshooting skills by understanding how each technology works and what problems might arise with any solution, and finally to quickly understand new technologies as they are released by relating them to previously developed technologies. The course begins with the discovery of the information a host needs to send traffic and the forwarding process within a network device. The first walk through is simple, but they will build in complexity until traffic carried in an overlay through a hardware optimized forwarding plane is explained. Along the way, the four problems a control plane must solve will be exposed along with the solutions commonly used to solve these problems. After this basic information is covered, more advanced situations will be considered, including network resilience from a control plane perspective and fast reroute techniques. About the Instructor Russ White began working with computers in the mid-1980s, and computer networks in 1990. He has experience in designing, deploying, breaking, and troubleshooting large scale networks...
    Note: Online resource; Title from title screen (viewed March 25, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Expert JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Overview How do you become an expert JavaScript developer? Let Sahil Khosla delve into the concepts that take you from intermediate to expert in about 6 hours. JavaScript has become one of the most popular programming languages ever. Developers of all levels are flocking towards JavaScript. And it is no longer restricted to web. Node.js has allowed developers to use JavaScript on the server side as well. Description Write Elegant JS ES6+ Code for the Web, Backend, and Lambdas Sahil Khosla gives students the chance to go beyond the basics and learn about the concepts that are hard to find in an average JavaScript book or video but are essential to mastering the language. In this LiveLessons video, Sahil covers several approaches to writing asynchronous JavaScript that can be leveraged to call APIs or long-running functions without freezing the A61. Learn how to write elegant JS code with ES6 syntax for use in web apps, node backend, or lambdas. Access the supplemental files for this LiveLesson at https://github.com/sahilkhosla/expert-js-snippets . About the Instructor Sahil Khosla is a software engineer with 10+ years of experience in developing user-facing apps and websites. He is currently part of the front-end team at OANDA and has previously worked at Expedia, where he was part of the group responsible for revamping the mobile web experience. A multipotentialite at heart, Sahil loves to learn and equally loves to share that knowledge with others. He specializes in breaking down complicated concepts and making them easy to understand, with analogies and diagrams. Skill Level Intermediate to Advanced What You Will Learn Get a deeper understanding of advanced concepts such as Promises, Async/Await, Apply/Call/Bind, and frequently used design patterns for writing performant, bug-free, and maintainable code. Gain clarity on vanilla JavaScript concepts so you can focus on learning modern web frameworks without getting lost. Understand how you can develop and publish your own open-source JavaScript libraries. Who Should Take This Course Front-end engineers Full-stack engineers Web developers Course Requirements Basic understanding of JavaScript and experience using it for developing web applications About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and ...
    Note: Online resource; Title from title screen (viewed April 2, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Continuous Security on AWS (The DevSecOps on AWS Series) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Almost 4 Hours of Video Instruction Create a continuous security posture by defining all your AWS security and compliance as code, and run in a continuous delivery workflow with every change using services and tools such as AWS CloudFormation, AWS CodePipeline, and many others. Overview In this course, you will learn how to use AWS services, which provide the ability to create an end-to-end continuous security solution. These services include AWS CloudFormation, AWS CodePipeline, Amazon EventBridge, AWS Lambda, AWS Step Functions, AWS Organizations, AWS Security Hub, Amazon GuardDuty, AWS Config Rules, Amazon Inspector, AWS Secrets Manager, Amazon VPC, Amazon Macie, and AWS Audit Manager--among many others. You will learn how to use a combination of these services to apply key design principles for security and build continuous security solutions within your software systems. Throughout the course, you will see working examples of how to automate security using AWS services. About the Instructor Paul Duvall is a founder and former CTO of Stelligent--a Premier Consulting Partner with the DevOps and Security Competencies. He holds multiple AWS certifications including AWS Certified Security - Specialty. He has architected, implemented, and managed software and systems solutions for over 20 years. He is principal author of Continuous Integration: Improving Software Quality and Reducing Risk (Addison-Wesley, 2007), a 2008 Jolt Award winner. He is also the author of many other publications, including the videos Continuous Compliance on AWS and Continuous Encryption on AWS , and Continuous Security on AWS , which are part of Addison-Wesley's DevSecOps on AWS Series. He hosted the “DevOps on AWS Radio” podcast for over three years. He enjoys blogging and speaking on all topics related to DevSecOps, Serverless, and AWS. You can find his blog posts and other content at paulduvall.io . Skill Level Intermediate to Advanced Learn How To Apply key design principles for security Apply event-based design patterns for security Utilize AWS Developer Tools for DevSecOps Use AWS CodePipeline and AWS CloudFormation to model continuous security workflows Define your AWS Organizations as code using org-formation Automate detective controls using AWS CloudFormation, AWS Security Hub, AWS Config Rules, and Amazon Inspector Protect network and host-level boundaries with Amazon VPC Perform data classification using AWS CloudFormation and Amazon Macie Cre...
    Note: Online resource; Title from title screen (viewed March 19, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Continuous Architecture in Practice : Software Architecture in the Age of Agility and DevOps (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780136523796
    Language: English
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Erder, Murat Continuous architecture in practice
    RVK:
    ST 233
    Keywords: Electronic books ; local
    Abstract: Revamp Your Architectural Practices for New Challenges, Environments, and Stakeholder Expectations "This book recognizes that software architecture is not the merely conceptual domain of disconnected experts but is the . . . give-and-take daily tussle of team members who have to balance trade-offs and competing forces to deliver resilient, high-performing, secure applications. . . . [It] bridges the significant gap between the 'Earth from orbit' view and the pavement-level view of refactoring microservice code." --Kurt Bittner, VP, Enterprise Solutions, Scrum.org Authors Murat Erder, Pierre Pureur, and Eoin Woods have taken their extensive enterprise architecture experience and applied it to the practical aspects of continuous architecture in real-world environments. Continuous Architecture in Practice provides hands-on advice for leveraging continuous architecture in real-world environments and illuminates architecture's changing role in the age of Agile, DevSecOps, and cloud platforms. This guide will help technologists update their architecture practice for new application challenges. As part of the Vaughn Vernon Addison-Wesley Signature Series, this title was hand-selected for the practical, delivery-oriented knowledge that architects and software engineers can quickly apply. It includes in-depth guidance for addressing today's key quality attributes, including cross-cutting concerns such as security, performance, scalability, resilience, data, and innovation. Each key technique is demonstrated through a start-to-finish case study reflecting the authors' deep experience evolving complex software environments. Create sustainable, coherent systems that meet functional requirements and the quality attributes stakeholders care about Understand team-based software architecture and architecture as a "flow of decisions" Reflect varied data technologies and crucial issues of data management, integration, and change Architect for security, including continuous threat modeling and mitigation Use architecture to improve performance in continuous delivery environments Architect for scalability and scale microservices and serverless environments Use architecture to apply emerging technologies more successfully
    Note: Online resource; Title from title page (viewed June 7, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Spark, Ray, and Python for Scalable Data Science (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7.5 Hours of Video Instruction Conceptual overviews and code-along sessions get you scaling up your data science projects using Spark, Ray, and Python. Overview Machine learning is moving from futuristic AI projects to data analysis on your desk. You need to go beyond following along in discussions to coding machine learning tasks. Spark, Ray, and Python for Scalable Data Science LiveLessons show you how to scale machine learning and artificial intelligence projects using Python, Spark, and Ray. About the Instructor Jonathan Dinu is the founder of Zipfian Academy—an advanced immersive training program for data scientists and data engineers in San Francisco—and served as its CAO/CTO before it was acquired by Galvanize, where he now is the VP of Academic Excellence. He first discovered his love of all things data while studying Computer Science and Physics at UC Berkeley, and in a former life he worked for Alpine Data Labs developing distributed machine learning algorithms for predictive analytics on Hadoop. Jonathan is a dedicated educator, author, and speaker with a passion for sharing the things he has learned in the most creative ways he can. He has run data science workshops at Strata and PyData (among others), built a Data Visualization course with Udacity, and served on the UC Berkeley Extension Data Science Advisory Board. Currently he is writing a book on practical Data Science applications using Python. When he is not working with students, you can find him blogging about data, visualization, and education at http://hopelessoptimism.com/. Skill Level Beginner to Intermediate Learn How To Integrate Python and distributed computing Scale data processing with Spark Conduct exploratory data analysis with PySpark Utilize parallel computing with Ray Scale machine learning and artificial intelligence applications with Ray Who Should Take This Course This course is a good fit for anyone who needs to improve their fundamental understanding of scalable data processing integrated with Python for use in machine learning or artificial intelligence applications. Course Requirements A basic understanding of programming in Python (variables, basic control flow, simple scripts). Familiarity with the vocabulary of data processing at scale, machine learning (dataset, training set, test set, model), and AI. Lesson Descriptions Lesson 1: Introduction to Distributed Computing in Python Lesson 1 starts with an introduction to the dat...
    Note: Online resource; Title from title screen (viewed June 2, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Learn Vue.js Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Nearly 4 Hours of Video Instruction Shaun Wassell covers what developers need to successfully create and manage front-end codebases using Vue.js, currently one of the most popular front-end JavaScript frameworks. Description Vue allows developers to create beautiful, performant, and easily maintainable websites incredibly quickly. It also has the added benefit of allowing developers to incorporate the code into their sites incrementally. For some time, Vue.js was almost hidden in obscurity by the overwhelming amount of attention given to React and Angular. But lately, the number of people talking about, writing about, and building great apps with Vue.js has exploded. Vue.js is an incredibly simple and approachable framework. It works well when simply adding interactivity to a page, and it is more than appropriate for “full-scale” apps. Learn Vue.js Essentials LiveLessons is a hands-on, comprehensive guide to learning and mastering the Vue library, including screen-casting, slides, and hands-on coding demonstrations. Download the code associated for this LiveLesson from https://github.com/shaunwa/vue-livelessons About the Instructor Shaun Wassell is a senior software developer who specializes in full-stack development and software architecture. He manages teams of developers, as well as teaches many hundreds of thousands more how to create enterprise-ready applications. Shaun’s online courses have more than 300,000 learners, largely because of his passion for development and his focus on helping people apply their programming skills in the real world. He is a life-long programmer and problem-solving addict whose goal is to help people solve meaningful problems by mastering the art of software development. Please don’t hesitate to get in touch with him about any opportunities or if you’d like to stay up-to-date on his other courses and live trainings. Skill Level Beginner to Intermediate What You Will Learn Code a full-scale Vue application Build and deploy this application so that it can be accessed from anywhere Learn to recognize good and bad patterns in Vue code Use composition to increase code reuse and fle...
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
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    Data Structures, Algorithms, and Machine Learning Optimization (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Jon Krohn is Chief Data Scientist at the machine learning company untapt. He presents a popular series of deep learning tutorials published by Addison-Wesley and is the author of the bestselling book Deep Learning Illustrated . Jon teaches his deep learning curriculum in-classroom at the New York City Data Science Academy, as well as guest lecturing at Columbia University and New York University. He holds a doctorate in neuroscience from Oxford University and has been publishing on machine learning in leading journals since 2010.
    Note: Online resource; Title from title screen (viewed June 14, 2021) , Mode of access: World Wide Web.
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    Full-Stack React with Spring Boot (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 11 Hours of Video Instruction Build full-stack applications using React and Spring Boot. Overview: In recent years, React has emerged as a popular lightweight framework for implementing compelling web-based user interfaces. Using React you can easily integrate with back-end services via REST APIs, and Spring Boot is an excellent framework for implementing REST services. Spring Boot also provides an extremely efficient way to implement data-access logic to access a wide range of relational and NoSQL databases. This course explains how to dovetail React and Spring Boot to implement solid, performant, and extensible full-stack solutions. It is full of hands-on demos with in-depth explanations so you can see first-hand how to successfully build full-stack applications using React and Spring Boot. Taught by experienced trainer and author, Andy Olsen, this course is your complete guide to mastering React and Spring Boot systems to enable you to create enticing user interfaces with a solid and well-structured back end. Download the code files associated with this LiveLesson from https://www.informit.com/store/full-stack-react-with-spring-boot-livelessons-video-9780137508891 . About the Instructor Andy Olsen †is a freelance consultant, instructor, and developer with more than 30 years of experience in IT. Andy began his professional career as a C/C++ developer and morphed into Java, C#, and other languages as the years and decades passed by. Andy is actively involved in a wide range of technologies including full-stack development, cloud native applications, data science, and more. Andy is passionate about technology education and runs training courses around the world across diverse market sectors. You can find Andy here: https://www.linkedin.com/in/andy-olsen-481496/ http://olsensoft.com/ Topics include Creating and running Spring Boot web applications Defining and managing components Accessing relational and NoSQL databases Implementing and consuming REST services Creating a React front end Consuming a REST API from React Implementing a compelling UI in React Skill Level: Intermediate Learn How To Create a ...
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    Introduction to Game Systems Design (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780137440702
    Language: English
    Pages: 1 online resource (384 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: As games grow more complex and gamers expectations soar, the discipline of game systems design becomes ever more important. Game systems designers plan a games rules and balance, its characters attributes, most of its data, and how its AI, weapons, and objects work and interact. Introduction to Game Systems Design is the first complete beginners guide to this crucial discipline. Writing for all aspiring game professionals, even those with absolutely no experience, leading game designer and instructor Dax Gazaway presents a step-by-step, hands-on approach to designing game systems with industry-standard tools. Drawing on his experience building AAA-level game systems (including games in the Star Wars and Marvel franchises), Gazaway covers all this, and more: Exploring the essentials of game design and its emerging subdisciplines Asking the essential questions at the heart of all design Getting started with modern game system design tools, including the spreadsheets most professionals now use Creating systems and data from a blank page Populating and quantifying a world of data into a game Tuning and balancing game systems Testing game systems and data Leveraging communication, psychology, and rewards within your games Balancing game probability within systems Whether youre a college freshman entering a game design program, an indie developer using Unreal or Unity, a Dungeon Master, or anyone who wants to really understand modern games, this guide will help you get where you want to go.
    Note: Online resource; Title from title page (viewed August 17, 2021) , Mode of access: World Wide Web.
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    Clean Craftsmanship : Disciplines, Standards, and Ethics (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780136915805
    Language: English
    Pages: 1 online resource (432 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: In Clean Craftsmanship , the legendary Robert C. Martin ("Uncle Bob") has written every programmer's definitive guide to working well. Martin brings together the disciplines, standards, and ethics you need to deliver robust, effective code quickly and productively, and be proud of all the software you write -- every single day. Martin, the best-selling author of The Clean Coder , begins with a pragmatic, technical, and prescriptive guide to five foundational disciplines of software craftsmanship: test-driven development, refactoring, simple design, collaborative programming (pairing), and acceptance tests. Next, he moves up to standards -- outlining the baseline expectations the world has of software developers, illuminating how those often differ from their own perspectives, and helping you repair the mismatch. Finally, he turns to the ethics of the programming profession, describing ten fundamental promises all software developers should make to their colleagues, their users, and above all, themselves . With Martin's guidance and advice, you can consistently write code that builds trust instead of undermining it -- trust among your users and throughout a society that depends on software for its very survival.
    Note: Online resource; Title from title page (viewed October 22, 2021) , Mode of access: World Wide Web.
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    Bash Shell Scripting, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 13 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local
    Abstract: 8 Hours of Video Instruction Overview Bash is the best way for you to efficiently and effectively execute commands in your daily work. It sounds difficult, but the beauty of Bash is that it is quick, powerful and not particularly complex. Bash Shell Scripting Complete Video Course is a full resource to obtaining the power of Bash. So whether you're new to shell scripting or an experienced developer, administrator, or user, this course will introduce you to the world of efficient scripting so you can get the job done. This 8-hour video course consists of 13 lessons in which all concepts that are relevant to Bash shell scripting are explained. It includes demos and exercises throughout that are relevant to Bash Shell scripting; these examples are relevant for anyone using Bash. This video course was designed to teach through clear training followed by practical examples that show how scripting solutions are being used in the real world. At the end of each lesson you will find an exercise that you should attempt on your own; this is then followed by a video explanation so you can see a real-time walkthrough of the exercise. Doing the work is the best way to learn Bash, and this course provides you with the tools to learn by doing. Topics include Shell scripting fundamentals Using conditional statements Advanced Bash scripting options Real-world scripting examples The GitHub associated with this LiveLesson can be found at https://github.com/sandervanvugt/bash-scripting . About the Instructor Sander van Vugt has many years of experience working with, writing about, and teaching Linux and open-source topics. He is the author of the best-selling Red Hat RHCSA Cert Guide and Red Hat RHCSA Complete Video Course , along with many other titles on topics that include RHCE, Bash, Kubernetes, Ansible, and more. Sander also works as a Linux instructor, teaching on-site and online classes for customers around the world. Skill Level Beginner to Intermediate Learn How To Write Bash script fundamentals Write Bash script fundamentals and advanced commands Write Bash shell scripts on intermediate and advanced commands Write your first hello world shell script See how to work with variables Use positional parameters Apply pattern matching substitution Explore looping structures in shell scripts Who Should Take This Course Developers and administrators who want to automate tasks using Bash shell scripts IT users and professionals who want to g...
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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    Introduction to User Experience Design (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 8+ Hours of Video Instruction This LiveLessons video course introduces the principles of user experience design to new or seasoned developers. It covers the terms, roles, responsibilities, and how to build products with users in mind. Description Happy users are a company's biggest advocates. Every interaction a user has with a website or an app contributes to the user experience. Introduction to User Experience Design LiveLessons uncovers the opportunities and processes to creating exceptional user experiences to delight your users. This course is for anyone involved with the creation of websites or apps that are used by end users. It focuses on the web page, app experience, showing various website examples that are either viewed in a browser or as screenshots, illustrating effective design and considering multiple ways to interact with a site based on different motivations. About the Instructor Nick DeNardis oversees the digital communications at Wayne State University, where he is responsible for the overall user experience strategy across the public-facing digital properties. With 20 years of experience working on the web, Nick has led creative teams to produce seamless digital experiences, is a speaker and organizer of national conferences for web and marketing professionals, and a local meetup organizer. Nick has a BS in Computer Science and a Masters in Library and Information Sciences (MLIS) with a focus on information management. Nick has taught web development at the University of Washington, is an IAAP certified professional in web accessibility, and is an executive producer for TEDxDetroit. Skill Level Beginner to Intermediate What You Will Learn Understand what makes a website/app usable Learn common patterns that users look for Measure the success of a site/app Perform A/B tests to increase the usability of a site/app Sell design or implementation changes to team members based on data Who Should Take This Course Primary: Web developers, UI designers, UX designers Secondary: Web product managers Course Requirements Basic comfort level creating web sites or apps, or have a high level understanding of the process. About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology...
    Note: Online resource; Title from title screen (viewed October 13, 2021) , Mode of access: World Wide Web.
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    Secure Operations and Protections (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 3+ Hours of Video Instruction 3+ hours of introductory training on understanding secure operations and protections concepts. Overview: Understanding how to keep data operations secure and protect data is a critical part of any organizations day-to-day business. With more than 3 hours of video training, Secure Operations and Protections LiveLessons dives into the methodologies behind how organizations and secure operation centers observe, collect, and secure data. This course provides the learner with an understanding of basic operations and architectures that a Security Operations Center would encounter by examining standard software development life cycles and change control processes. Secure Operations and Protections LiveLessons is taught by expert trainer, author and cybersecurity expert Aamir Lakhani. Using hands-on demos, in-depth discussions and lightboard work to teach cyber security fundamentals, this video course teaches you cybersecurity best practices in a way that is easy to access and implement in real world situations. Topics include: Security Solutions for Infrastructure Management Software Assurance Best Practices Change Control Communications Process Response Coordination Process Data Criticality Process Skill Level: Beginner Learn How To: Protect data and secure an organizations operations in their day-to-day business Observe, collect, and secure date Detect common security encounters and be prepared for them Implement processes that allow communication of information in a correct and timely manner Who Should Take This Course: Cybersecurity Professionals Anyone interested in learning cyber security fundamental Course Requirements: There is no required prerequisite About Pearson Video Training: Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include: IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video. Video Lessons are available for download for offline viewing within the streaming format. Look for the green arrow in each lesson.
    Note: Online resource; Title from title screen (viewed December 15, 2021) , Mode of access: World Wide Web.
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    Humane Code Video Series (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 4+ Hours of Video Overview 1. Humane Code: Why are most code bases bad? Why is it that, despite our best intentions, code rots between our fingers? The answer is that most of us still think of code as merely a technical tool to reach a goal: to implement a feature, or fix a bug. While code certainly can do those things, it’s also a written medium for communicating with other people: your colleagues, and your future self. We spend more time reading code than we do writing it, so we should optimise code for readability, instead of focusing on how fast we can produce it. Learn how to think productively about software development, so that you can maintain a sustainable pace, even with a growing code base. This video is about humane code, and how programming is first and foremost an activity that ought to focus on communication. 2. Composite as Universal Abstraction: How do you make code readable? How do you make code fit in your head? How do you create good abstractions? How do you amplify the essentials while eliminating the irrelevant? One useful tool is to employ the Composite design pattern, but when can you apply it? When are objects composable? There’s a simple answer to that question. In this episode, you’ll learn to tell at a glance whether an interface is composable or not. This will also set you on the path of being able to deliberately design APIs in such a way that they’re composable—that is, so that they are intuitively understandable abstractions. Composite is a universal abstraction. It’s not tied to a particular programming language or specific development paradigm. Under a different name, it exists independently of software development. This makes it a powerful abstraction. 3. Much Ado About Nothing: How do you create abstractions that fit in your brain? How do you define abstractions that truly amplify the essentials and eliminate the irrelevant? A Composite makes many objects look like one object, so that’s one way to hide details. As the previous episode revealed, a Composite can be turned into a precise abstraction by realizing that it’s just a monoid. What’s a monoid, then? In this video, you’ll get all the details with easy-to-understand examples in C#. Not only will you learn just how a Composite is a monoid, but you’ll also come to the realization that the Null Object design pattern is a monoid as well; it’s simply a special case of the Composite pattern. This episode gives you the tools to identify monoids in your own cod...
    Note: Online resource; Title from title screen (viewed December 6, 2021) , Mode of access: World Wide Web.
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    Professional Coaching for Agilists : Accelerating Agile Adoption (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780136741817
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Coach Individuals, Teams, and Organizations to Greater Success with Agile Professional coaching is about teaching skills that help people get unstuck and find a way forward in virtually any professional or personal situation. Since the early 2000s, professional coaching has been increasingly applied to help individuals, teams, and organizations move to Agile mindsets and methods. In Professional Coaching for Agilists , Damon Poole and Gillian Lee draw on their experience with thousands of Agile coaches and practitioners to show you how to use Agile in your own coaching to help your colleagues thrive. The authors' approach of "learning by doing" teaches by using realistic exercises, real-life examples, and well-honed practice conversations. This guide is methodology-independent and has been designed for Agile Coaches, Scrum Masters, and anyone who works with those they coach. It teaches high-value skills, step by step -- from "coaching by objective" to managing mutually successful engagements. Focus coaching on creating aha moments that lead to real change Use specific coaching techniques to connect coaching objectives with powerful questions Help individuals uncover blind spots and assess reality more clearly Offer your expertise while maintaining your coaching mindset Help people improve performance by living their values, goals, and strengths Blend professional coaching with group facilitation so they both work better Use methodologies like Scrum and Kanban as professional coaching tools Become a great coach by making coaching a natural extension of who you are Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed March 19, 2021) , Mode of access: World Wide Web.
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    Domain Storytelling : A Collaborative, Visual, and Agile Way to Build Domain-Driven Software (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780137458974
    Language: English
    Pages: 1 online resource (272 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Hofer, Stefan Domain storytelling
    Keywords: Electronic books ; local
    Abstract: Rapidly Understand New Domains, So You Can Build Great Software for Them Using Domain Storytelling, you can quickly gain clarity about a new domain's people, tasks, tools, work items, and events, avoiding costly misunderstandings and building better software. In Domain Storytelling , the method's inventors show how domain experts can clearly tell their stories, capture their insights with simple pictographs, show their work, get feedback, and get everyone on the same page. Stefan Hofer and Henning Schwentner explain how and why Domain Storytelling works. They introduce the method's easy pictographic language, scenario-based modeling techniques, workshop format, and relationship to other modeling methods. And using step-by-step case studies, they guide you through solving many common problems, from creating new domain languages to deriving requirements, optimizing workflows to uncovering "shadow IT." Fully align all project participants and stakeholders, both technical and business-focused Master a simple set of symbols and rules for modeling any process or workflow Use workshop-based collaborative modeling to find better solutions faster Organize domains for manageability, and transform domain knowledge into requirements Move your models from diagrams and sticky notes to code Make better decisions about whether to build or buy software Gain better visibility into your IT landscape so you can consolidate or optimize it This guide is for everyone who wants more effective software -- from developers, architects, and team leads to the domain experts and executives who rely on it every day.
    Note: Online resource; Title from title page (viewed October 11, 2021) , Mode of access: World Wide Web.
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    5G Wireless : A Comprehensive Introduction (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780136767206
    Language: English
    Pages: 1 online resource (672 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Gain a Deep, Practical Understanding of 5G Technology, Applications, Architecture, Standards, and Ecosystem The 5G ultra-high-speed wireless communication standard is a major technological leap forward–substantially increasing speed and capacity, enhancing current use cases, and making many new applications practical. For technical professionals, managers, and students, 5G requires significant new knowledge and expertise. In 5G Wireless: A Comprehensive Introduction , renowned information technology author William Stallings presents a comprehensive and unified explanation of 5G’s key applications, technologies, and standards. Like Stallings’ other award-winning texts, this guide will help you quickly find the information and gain the mastery to succeed with critical new technology. Stallings first explains how cellular networks have evolved through 4G and now 5G, and surveys 5G’s application areas and use cases. Next, he thoroughly introduces the 5G core network, covering SDN, NFV, network slicing, QoS, and edge computing–and provides a detailed coverage of the 5G air interface and radio access network. Throughout, key concepts are illuminated through realistic examples, review questions help you test your understanding, and references support further exploration. Understand the 5G ecosystem, its building blocks, standards, and R&D roadmaps Explore the Enhanced Mobile Broadband (eMBB) use case, where 5G enhances 4G in applications such as smart offices and dense urban communications Learn how Massive Machine Type Communications (mMTC) and Ultra-Reliable and Low-Latency Communications (URLCC) support new applications such as fog, IoT, and cloud Discover how 5G NextGen core (backbone) networks serve and interconnect wireless access networks that connect user devices Master key 5G NR Air Interface and Radio Access Network (RAN) concepts, including millimeter-wave transmission, MIMO antennas, and OFDM multiplexing
    Note: Online resource; Title from title page (viewed June 30, 2021) , Mode of access: World Wide Web.
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    Securing 5G and Evolving Architectures (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780137458097
    Language: English
    Pages: 1 online resource (504 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: This practical guide employs real-world use cases and deployment methods to address the threat vectors and mitigation techniques to secure 5G networks. 5G is a disruptive technology not only because it has the potential to support millions of devices at ultrafast speeds, but also because it has the potential to transform the lives of people around the world by improving mission-critical services that affect the safety and security of different services. 5G is susceptible to many of the cybersecurity risks found in today's existing telecom networks but also to new avenues of attack against core network services due to its complex ecosystem of technologies, stakeholders and operations, which include containerized networks, multi-access edge compute (MEC) deployments, services-based architecture, introduction of API interfaces and new use cases catering to enterprise, industrial, health and IoT services. Due to the critical services being provided by 5G and its increased threat surfaces, having a solid security architecture to detect and mitigate these threats is very important. Security is always an important area, especially as it relates to emerging technologies, but it is often the last aspect to be covered. This book is an essential guide to different deployment methods, threat surfaces based on those deployment scenarios, and methods to mitigate them efficiently. It is also a critical resource for any individual or enterprise (from any industrial sector) planning to evolve towards 5G technology and anyone designing 5G networks because it addresses the security implications up front.
    Note: Online resource; Title from title page (viewed December 22, 2021) , Mode of access: World Wide Web.
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    Natural Language Processing, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 23 min.)
    Edition: 2nd edition
    Keywords: Electronic videos
    Abstract: 5 Hours of Video Instruction Overview Natural Language Processing LiveLessons covers thefundamentals of Natural Language Processing in a simple and intuitive way,empowering you to add NLP to your toolkit. Using the powerful NLTK package, itgradually moves from the basics of text representation, cleaning, topicdetection, regular expressions, and sentiment analysis before moving on to theKeras deep learning framework to explore more advanced topics such as textclassification and sequence-to-sequence models. After successfully completingthese lessons you’ll be equipped with a fundamental and practical understandingof state-of-the-art Natural Language Processing tools and algorithms. About the Instructor Bruno Goncalves is a senior data scientist working at the intersection of data science and finance who has been programming in Python since 2005. For the past 10 years, his work has focused on NLP, computational linguistics applications, and social networks. Skill Level Intermediate Learn How To Represent text Clean text Understand named entity recognition Model topics Conduct sentiment analysis Utilize text classification Understand word2vec word embeddings Define GloVe Transfer learning Apply language detection Who Should Take This Course Data scientists with an interest in natural language processing Course Requirements Basic algebra, calculus, and statistics, plus programming experience Lesson Descriptions Lesson 1, Text Representations: The first step in any NLP application is the tokenization and representation of text through one-hot encodings and bag of words. Naturally, not all words are meaningful, so the next step is to remove meaningless stopwords and identify the most relevant words for your application using TF-IDF. The next step is to identify n-grams. Finally, you learn how word embeddings can be used as semantically meaningful representations and finalize things with a practical demo. Lesson 2, Text Cleaning: Lesson 2 builds on the text representations of Lesson 1 by applying stemming and lemmatization to identify the roots of words and reduce the size of the vocabulary. Next comes deploying regular expressions to identify words fitting specific patterns. The lesson finishes up by demoing these techniques. Lesson 3, Named Entity Recognition: In named entity recognition you develop approaches to tag words by the part of speech to which they correspond. You also identify meaningful groups of words by chunking...
    Note: Online resource; Title from title screen (viewed October 25, 2021) , Mode of access: World Wide Web.
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    The Agile Guide to Business Analysis and Planning : From Strategic Plan to Detailed Requirements (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780134191164
    Language: English
    Pages: 1 online resource (816 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Complete Agile Roadmap for Planning Product Development and Analyzing Customer Needs "With his vast experience in the field, Howard Podeswa demonstrates how business analysis and agile practitioners can apply fundamental business analysis practices and techniques across the most widely used agile frameworks." -- Alain Arseneault, business analysis enthusiast, thought leader, and creative insurgent The Agile Guide to Business Analysis and Planning presents clear, actionable guidance for every product owner, analyst, requirements engineer, and stakeholder seeking to improve agile analysis and planning. Renowned author and consultant Howard Podeswa teaches best-practices drawn from agile and agile-adjacent frameworks, including Lean Thinking, Lean Startup/MVP, Circumstance-Based Market Segmentation, theories of disruptive-innovation, DevOps, ATDD, Kanban, Scrum, XP and SAFe. He offers a comprehensive agile roadmap for planning product development and analyzing customer needs, including discussion of legacy business analysis tools that still offer immense value. Using a running case study, Podeswa walks through the full product lifecycle, from visioning through release. You learn how to engage more productively with the business, using tools such as Kano Analysis, Circumstance-Market Segmentation, MVPs, Story Maps, Product Roadmaps, Customer Journey Mapping, Value Stream Mapping, and Business Process Modeling (BPM). Podeswa presents each technique in context: what you need to know and when to apply each tool. Master principles, frameworks, concepts, and practices of agile analysis and planning Explore planning and analysis in short-term, long-term, and scaled agile initiatives Use early analysis activities to envision new products or significant enhancements Prepare, plan, and estimate individual features Master unique techniques needed by large agile organizations Implement 13 practices for optimizing enterprise responsiveness to change Supported by 175+ tools, techniques, examples, diagrams, templates, checklists, and other job aids, this book is a complete toolkit for every practitioner. Whatever your role, you'll find indispensable guidance on planning and analysis responsibilities so you can help your organization respond more nimbly to its fast-changing environment. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed April 23, 2021) , Mode of access: World Wide Web.
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    System Design Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 3 Hours of Video Instruction Learn software design from the legendary architect Juval Löwy. Over the past 20 years, Juval has led the industry in architecture and project design. Some of his ideas, such as microservices, serve as the foundation of software design and development. In this dense LiveLessons video Juval Löwy explains his approach to system analysis and design, using volatility to decompose a system into its comprising services. Juval contrasts it with the most common mistake done in architecture, using functionality to identify services. This engaging video discusses both what not to do and how to correctly define the architecture of software systems. The objective is to future proof your system and make it drastically easier to develop and maintain. About the Instructor Juval Löwy , founder of IDesign, is a master software architect specializing in system and project design. He has helped countless companies around the world deliver quality software on schedule and on budget. Recognized by Microsoft as one of the world’s top experts and industry leaders, he participated in internal strategic design reviews for C#, WCF, and related technologies, and was named a “Software Legend.” He has published several best-sellers and numerous articles on almost every aspect of modern software development. Löwy speaks frequently at major international software development conferences and conducts Master Classes around the world, teaching thousands of professionals the skills required of modern software architects and how to take an active role as design, process, and technology leaders. Skill Level Intermediate What You Will Learn You will learn how to overcome the real hurdles architects face and learn simple and practical techniques for identifying, and a structured approach for defining, the components of the architecture. Who Should Take This Course? Any software architect or developers transitioning to the role of architects will benefit greatly from this session. Project managers can see what they need to look for in architects. About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include...
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    Next Level Python (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 7+ Hours of Video Instruction While Python is a great beginner language, you will need to know more than conditionals, functions, and loops to be a competent Python developer. This video lesson is meant as a follow-up to Arianne’s Introduction to Python LiveLessons course. In it, you will learn essential skills to become a proper Python developer, like using external libraries, managing project environments, handling exceptions, and making HTTP requests. By the end of this lesson, you will have created a web scraper in Python that gathers data from a website and outputs it into a CSV formatted file. You will also be introduced to key software construction concepts like testing, debugging, and refactoring. Description Python was originally designed with learners in mind. It is also used by professional developers in a wide range of applications, such as web programming, data science, artificial intelligence, and DevOps. Python is the fastest growing, most widely used language, and aspiring developers want to learn. While Python is a great beginner language, you need to know more than conditionals, functions, and loops to be a competent Python developer. This video lesson is meant as a follow up to Arianne’s Introduction to Python LiveLessons course. In this LiveLessons, you learn essential skills to become a proper Python developer, such as using external libraries, managing project environments, handling exceptions, and making HTTP requests. By the end of the lessons, you will have created a web scraper in Python that gathers data from a website and outputs it into a CSV formatted file. Along the way, you will also be introduced to key software construction concepts like testing, debugging, and refactoring. The source code repository for this LiveLesson is kept at https://github.com/ariannedee/next-level-python-livelessons . About the Instructor Arianne Dee is a freelance software developer and educator from the University of British Columbia and an instructor for Canada Learning Code and MakerLabs in Vancouver, BC. Arianne’s Intro to Programming with Python LiveLessons (Addison Wesley) has received 5-star reviews Ar...
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    Probability and Statistics for Machine Learning (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9 Hours of Video Instruction Hands-on approach to learning the probability and statistics underlying machine learning Overview Probability and Statistics for Machine Learning (Machine Learning Foundations) LiveLessons provides you with a functional, hands-on understanding of probability theory and statistical modeling, with a focus on machine learning applications. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the book Deep Learning Illustrated , an instant #1 bestseller that has been translated into six languages. Jon is renowned for his compelling lectures, which he offers in person at Columbia University and New York University, as well as online via O'Reilly, YouTube, and the SuperDataScience podcast. Jon holds a PhD from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times. Skill Level Intermediate Learn How To Understand the appropriate variable type and probability distribution for representing a given class of data Calculate all of the standard summary metrics for describing probability distributions, as well as the standard techniques for assessing the relationships between distributions Apply information theory to quantify the proportion of valuable signal that's present among the noise of a given probability distribution Hypothesize about and critically evaluate the inputs and outputs of machine learning algorithms using essential statistical tools such as the t -test, ANOVA, and R-squared Understand the fundamentals of both frequentist and Bayesian statistics, as well as appreciate when one of these approaches is appropriate for the problem you're solving Use historical data to predict the future using regression models that take advantage of frequentist statistical theory (for smaller data sets) and modern machine learning theory (for larger data sets), including why we may want to consider applying deep learning to a given problem Develop a deep understanding of what's going on beneath the hood of predictive statistical models and machine learning algorithms Who Should Take This Course You use high-level software libraries (e.g., scikit-learn, Keras, TensorFlow) to train or deploy machine learning algorithms and would now like to understand the fundamentals underlying the abstractions, enabling you to expand your capabilities You're a software developer who would lik...
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
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    Hands-On Amazon Elastic Kubernetes Service (EKS) LiveLessons : Running Microservices (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 3 Hours of Video Instruction Three hours of hands-on demonstrations explaining the details of Amazon EKS that shows the power and ease of running and integrating applications on Kubernetes in AWS. Overview Hands-On Amazon Elastic Kubernetes Service (EKS): Running Microservices LiveLessons gives a demo-driven overview of running Amazon Elastic Kubernetes Services. The course covers not only the basics of Kubernetes, but also gets into the creation of EKS clusters and running real workflows on the cluster. The course shows common administrative tasks and wraps up with demos that help integrate an EKS cluster with a Serverless project as well as an application that uses DynamoDB from within the cluster. About the Instructor Vallard Benincosa is a senior engineer at a company called WeaveGrid, which focuses on climate change by efficiently coordinating between electric vehicles and utility companies. He has worked for a variety of small and large companies working on Kubernetes. He helped develop a Kubernetes certification for the Linux foundation and has been using Kubernetes since 2015. In his day job, he is a lead platform engineer ensuring production applications run reliably in Kubernetes and AWS. Skill Level Beginner/Intermediate What You Will Learn Learn what problems Kubernetes solves and how it simplifies the management of microservices. Learn how to install EKS and do administrative tasks with EKS such as upgrading, scaling the cluster, adding users, and viewing the dashboard. Learn how to securely run applications on EKS and integrate with other AWS services such as: S3, Route53, Load Balancers, and Elastic Block Storage Learn how to integrate container applications into the AWS ecosystem with Serverless functions performing actions on the Kubernetes cluster or how an application would interface with DynamoDB. Who Should Take This Course People who want to learn how to best run Kubernetes on Amazon Web Services Developers looking to understand how their applications can use EKS and existing AWS services such as DynamoDB, S3, and others in production. Platform Engineers who want to know how to best run Kubernetes on AWS and understand how applications can benefit from the system. Course Requirements Basic understanding of Linux containers Basic Shell commands for CLI work Basic hands-on experience with AWS Table of Contents Lesson 1: Introduction to EKS Lesson 2: EKS IAM Resources Lesson 3: Creating EKS Clusters Les...
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    React : Zero to Full-Stack (Video Collection) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Web online copy missing! This course contains everything you need to know to become a full-stack developer with the React stack. Prerequisites * Basic knowledge of how programming works * Some experience with the command line (not required) * Ideally, know the basics of HTML, CSS, and JavaScript * At the very least, have a strong grasp of basic programming concepts: variables, arrays, control flow, etc. * Working knowledge of JavaScript * Some experience working on either the front or back end of a web application, but this is not a requirement Description 28+ Hours of Video Instruction React: Zero to Full-Stack video collection is based on four video courses that give you everything you need to become a full-stack developer with the React and MERN stacks. This master class includes the following courses: * Learn JavaScript LiveLessons * Learn React for Modern Web Applications LiveLessons * Node.js Essentials LiveLessons * Full-Stack React LiveLessons Learn JavaScript LiveLessons gives first-time JavaScript users what they need to become successful developers. Shaun Wassell offers a modern, full-fledged introduction to JavaScript. In particular, the viewer learns the modern syntax of JavaScript: ES6. Shaun delivers step-by-step guidance that takes the learner from the basic syntax and concepts of JavaScript, all the way through the more advanced concepts that are covered in technical interviews. Learn React for Modern Web Applications LiveLessons provides a solid foundation in creating modern web applications using the latest version of React. React enables developers to create beautiful, performant, easily maintainable websites incredibly quickly. React is currently the most popular JavaScript framework on the market and is used by a majority of companies, yet it has one of the largest gaps between the number of employers who want it and the number of developers who know it. In short, 33% of employers need React skills, but only 19% of developers say they know React. Node.js Essentials LiveLessons teaches you how to write performant back-end applications in JavaScript by leveraging the Node.js runtime. Several years ago, it wasn't possible to write JavaScript programs for the back end. JavaScript was strictly limited to running in a browser, and if a developer wanted to write back-end software, they had little choice but to learn another programming language, such as PHP. Now, that has all changed. Thanks to Node.js, which enables JavaScript ...
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    Git Essentials LiveLessons, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 15 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Git Essentials, 2nd Edition
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
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    Front-end Master Class (Video Collection) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Overview This course contains virtually all in-demand skills for a front-end development job with more than 18 hours of video learning. Prerequisites * Basic knowledge of how programming works * Some experience with the command line (not required) * Basic knowledge of HTML, CSS, and JavaScript * Should have a strong grasp of basic programming concepts, such as variables, arrays, control flow, and so on Description 18 Hours of Video Instruction Front-end Master Class video training is based on four video courses that cover all you need for a front-end development job. With more than 300,000 online learners, instructor Shaun Wassell offers a modern, full-fledged introduction to JavaScript, React, Angular, and jQuery. This master class includes the following courses: * Learn JavaScript * Learn jQuery Essentials * Learn React for Modern Web Applications * Learn Angular for Modern Web Applications Learn JavaScript LiveLessons gives first-time JavaScript users what they need to become successful developers. Instructor Shaun Wassell offers a modern, full-fledged introduction to JavaScript. In particular, the viewer learns the modern syntax of JavaScript: ES6. Shaun delivers step-by-step guidance that will take the learner from the basic syntax and concepts of JavaScript, all the way through the more advanced concepts that are covered in technical interviews. JavaScript has become the common tongue of the software development world, making it possible for a single developer with a single programming language to build programs that only a few years ago would have required an entire department. React, Angular, and Vue are great if you have several months to learn and integrate them! But in many use cases, simplicity wins, and that's where jQuery comes in. jQuery is a time-tested tool for making web pages interactive by providing a straightforward way to build huge, intricate web applications with millions of users and learn an entire front-end framework. In Learn jQuery Essentials LiveLessons the viewer learns how to create interactive, performant websites without a framework, such as how to query and manipulate web page content. Shaun shows you how jQuery can help you handle web page events such as clicks, typing, and more in an easy, intuitive way. React is an extremely popular tool for creating websites, and it is sort of a halfway point between creating a site using a drag-and-drop editor, such as WordPress and Squarespace, and coding a site line by...
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    Continuous Compliance, Encryption, and Security on AWS (The DevSecOps Series on AWS) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Overview Continuous Compliance, Encryption, and Security on AWS is a series of video courses that will help you use AWS services to define compliance and encryption as code, and to create an end-to-end continuous security solution. These services include AWS Config Rules, Amazon EventBridge Rules, AWS CloudFormation, AWS CodePipeline, AWS Lambda, AWS Key Management Service, AWS CodeCommit, AWS CodeBuild, AWS Step Functions, AWS Organizations, AWS Security Hub, Amazon GuardDuty, Amazon Inspector, AWS Secrets Manager, Amazon VPC, Amazon Macie, AWS Audit Manager, and many others. You will learn how to use a combination of these tools to prevent, detect, encrypt, and remediate noncompliant resources in your software systems. The videos in this series will also help you apply design principles for security and build continuous security solutions. Paul Duvall has multiple AWS certifications including AWS Certified Security - Specialty. He has architected, implemented, and managed software and systems solutions for more than 20 years. Throughout the series, you will have the opportunity to work along with Paul as he demonstrates how to automate the provisioning, encryption and security of these services, and how to include them as part of a deployment pipeline using AWS CloudFormation and AWS CodePipeline. Courses include Continuous Compliance on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Continuous Encryption on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Continuous Security on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Skill Level Intermediate to Advanced Learn How To Apply key compliance, encryption, and security concepts on AWS. Use AWS services and tools to automate compliance, encryption, and security into your software delivery process. Who Should Take This Course Software developers and security and compliance professionals who want to integrate compliance, encryption, and security into every facet of the software development and delivery process. Professionals with a working knowledge of AWS and programming experience who want to make compliance, encryption, and security ubiquitous across their systems. Course Requirements Working knowledge of AWS (for example, 1-2+ years working with AWS). Knowledge of AWS CloudFormation. Practical experience with high-level programming experience, such as Python, Java, Node.js, etc. is helpful. About the Author Paul Duvall was a founder and CTO of ...
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    Modern Software Engineering : Doing What Works to Build Better Software Faster (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780137314942
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Improve Your Creativity, Effectiveness, and Ultimately, Your Code In Modern Software Engineering, continuous delivery pioneer David Farley helps software professionals think about their work more effectively, manage it more successfully, and genuinely improve the quality of their applications, their lives, and the lives of their colleagues. Writing for programmers, managers, and technical leads at all levels of experience, Farley illuminates durable principles at the heart of effective software development. He distills the discipline into two core exercises: learning and exploration and managing complexity. For each, he defines principles that can help you improve everything from your mindset to the quality of your code, and describes approaches proven to promote success. Farley’s ideas and techniques cohere into a unified, scientific, and foundational approach to solving practical software development problems within realistic economic constraints. This general, durable, and pervasive approach to software engineering can help you solve problems you haven’t encountered yet, using today’s technologies and tomorrow’s. It offers you deeper insight into what you do every day, helping you create better software, faster, with more pleasure and personal fulfillment. Clarify what you’re trying to accomplish Choose your tools based on sensible criteria Organize work and systems to facilitate continuing incremental progress Evaluate your progress toward thriving systems, not just more "legacy code" Gain more value from experimentation and empiricism Stay in control as systems grow more complex Achieve rigor without too much rigidity Learn from history and experience Distinguish "good" new software development ideas from "bad" ones Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
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    Full-Stack Web Development with Angular (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 13+ Hours of Video Instruction Overview Learn how to use Angular, Node.js, Express, and MongoDB to create unique web applications and learn the fundamentals of full-stack development with the MEAN stack. Description MEAN (MongoDB, Express.js, Angular, and Node.js) is one of the most popular stacks for building full-stack web applications. It enables developers to quickly write an entire application—front end, back end, and database—using only JavaScript. In this course, expert Shaun Wassell demonstrates the MEAN stack through five unique projects. It’s best to learn by doing, and this LiveLessons offers hands-on experience. Shaun leads you through five sample projects of increasing complexity that demonstrate many different aspects and possibilities of full-stack development with the MEAN stack. Visit the author’s GitHub site to download companion files: https://github.com/shaunwa/full-stack-angular-projects . About the Instructor Shaun Wassell ’s goal is to create a world where people are empowered to use programming as a way to solve meaningful problems; a world where writing code is just as natural for most people as walking or breathing. To help make this a reality, he has dedicated the past few years to helping people learn and master software-development skills through video courses, live training sessions, and one-on-one tutoring. Shaun has been programming since he was a kid, when creating video games was his gateway into the world of software. Since then, he’s been fortunate enough to be a contributing member on many amazing software projects and work with some incredible mentors along the way. Skill Level Beginner to Intermediate What You Will Learn How to build full-stack applications using Angular, Node.js, Express, and MongoDB How to use network requests and REST APIs to communicate between the front and back end How to correctly divide application logic between the front and back end How to structure full-stack applications for maximum readability and ease of maintenance How to implement an authentication flow that enables users to log in and save data How to integrate powerful third-party APIs into your full-stack applications Who Should Take This Course JavaScript developers/engineers, front-end developers/engineers, Angular developers/engineers, back-end developers/engineers, and full-stack developers Course Requirements Learners should know the basics of HTML, CSS, and JavaScript and have a strong und...
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    Reactive Spring Boot, 3rd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 7.5 Hours of Video Instruction Spring is the most used framework for building services and applications and getting them to production. Today’s applications need to scale more and more to handle more users and content with the increasing demand. Reactive Spring Boot LiveLessons, Third Edition , by Josh Long, Spring Developer Advocate, introduces key concepts of reactive programming and examines different aspects of the Spring ecosystem that lend themselves to the functional and reactive style of programming. These videos not only show you where to start and how to build these applications, but they also provide a solid foundation that will allow you to apply the skills learned to other parts of the Spring ecosystem that build on these core concepts. The Third Edition has been updated and expanded to cover GraphQL. Customer Review (5 Stars) “A great walkthrough of all the reactive capabilities of Spring Boot, and then some!” -- O’Reilly Online Learning reviewer Skill Level Intermediate Learn How To Examine the different aspects of the Spring ecosystem that lend themselves to the functional and reactive style of programming Explore Reactive Data Access using Spring Data and Spring Data MongoDB Understand the Reactive Streams specification as a compatibility layer and how to use the Reactive Stream types as a mechanism for interoperability across OS projects Test reactive applications Consume data from a publisher in Spring Integration and from a publisher in Spring Cloud Stream Use Spring Cloud Function Build Edge Services Who Should Take This Course Existing or new Spring users Experienced Java developers Course Requirements Basic Java familiarity. The course uses Java 8, although Spring Boot and most Spring projects support Java 6. Lesson Descriptions Lesson 1, “Basics,” examines what motivates the move to reactive programming and how it is supported in the Reactive Streams specification. Lesson 2, “Data,” covers the importance of data and how Spring supports non-blocking data access for any NoSQL and SQL data stores. Lesson 3, “HTTP Services,” focuses on what reactive programming means in an HTTP environment. It introduces functional reactive HTTP handlers, `RestController`-style controllers, reactive server-sent event streams and more. Lesson 4, “WebSockets,” focuses on Websockets, a binary protocol that supports bi-directional communication. This lesson examines how websockets, which are an extension to HTTP, integra...
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    Data Engineering Foundations Part 1 : Using Spark, Hive, and Hadoop Scalable Tools (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Data Engineering Foundations Part 1: Using Spark, Hive, and Hadoop Scalable Tools Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
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    Clean Craftsmanship : Disciplines, Standards, and Ethics (Companion Videos) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: These videos are meant to be used with the book: Clean Craftsmanship: Disciplines, Standards and Ethics . The videos demonstrate the code examples in Chapters 2 and 3 on TDD. We recommend that you access the book in a new tab to view the companion videos with the book.
    Note: Online resource; Title from title screen (viewed November 15, 2021) , Mode of access: World Wide Web.
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    Malware and Incident Response (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 2 Hours of Video Instruction 2 hours of introductory training covering key malware and incident response concepts Overview: Threats, viruses, and attacks are unavoidable and as a cybersecurity professional you will need to understand how to analyze these threats. With 2 hours of video training, Malware and Incident Response LiveLessons provides learners with an understanding of basic malware analysis and how to respond to incidents when they happen. Leaners will also explore the basics of how malware works and how to set up a safe environment to analyze malware in a lab. This course is meant to be an introduction to simple tools and techniques for those new to cyber security. Malware and Incident Response LiveLessons is taught by expert trainer, author and cybersecurity expert Aamir Lakhani. Using hands-on demos, in-depth discussions and lightboard work to teach cyber security fundamentals, this video course teaches you cybersecurity best practices in a way that is easy to access and implement in real world situations. Topics include: Threat Landscape Malware Labs Dynamic Analysis Malware Packet Analysis PE File Identification File Persistence String Analysis Skill Level: Beginner Learn How To: Set up a safe environment to analyze malware in a lab Use simple tools and techniques for malware analysis Respond to threats, viruses, and attacks Who Should Take This Course: Cybersecurity Professionals Anyone interested in learning cyber security fundamentals Course Requirements: There is no required prerequisite. About Pearson Video Training: Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include: IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video. Video Lessons are available for download for offline viewing within the streaming format. Look for the green arrow in each lesson.
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    Creating and Using Virtual Prototyping Software : Principles and Practices (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780136567035
    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Develop, Deploy, and Sustain High-Performance Virtual Prototyping for Advanced R&D Organizations must reduce time-to-market, costs, and risks while producing higher-quality products that grow ever more complex. In response, many are turning to advanced software for rapidly creating and analyzing virtual prototypes, and accurately predicting the performance and behavior of the systems they represent. This requires a deep understanding of physics-based digital engineering and high-performance computing, as well as unique organizational and management skills. Now, Douglass Post and Richard Kendall bring together knowledge that engineers, scientists, developers, and managers will need to build, deploy, and sustain these specialized applications--including information previously available only in proprietary environments. Post and Kendall illuminate key issues with a detailed book-length case study based on their work at the U.S. DoDs pioneering Computational Research and Engineering Acquisition Tools and Environments (CREATE) program, which developed eleven of the fields most advanced software tools. Youll find a detailed roadmap for planning, organizing, managing, and navigating complex organizations to successful delivery; as well as detailed descriptions of each step in the process, with clear rationales and concrete examples. The authors share detailed references, a convenient glossary and bibliography, sidebars on overcoming real-world challenges, and more. The book reviews the essentials of computational engineering and science and the pivotal role of virtual prototyping. It helps readers to: Plan and manage the paradigm shift from physical to virtual prototyping Establish, execute, and evolve Agile processes for developing virtual prototyping software Understand and implement virtual prototyping tools and workflows Verify and validate prototyping systems to ensure accuracy and utility Recruit and retain a specialized workforce, and train and support users Explore additional emerging roles for virtual prototyping
    Note: Online resource; Title from title page (viewed December 23, 2021) , Mode of access: World Wide Web.
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    Captain Code : Unleash Your Coding Superpower with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780137653515
    Language: English
    Pages: 1 online resource (400 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Becoming a coder is all fun and games! Everyone should learn to code. Much like drawing and sketching, playing an instrument, cooking, or taking pictures and shooting videos, coding is a creative endeavor, which means it's a way to actually create stuff, and creating stuff is incredibly rewarding and satisfying. Sure, it's fun to spend hours on your phone looking at what other people have created; but that's nothing compared to the joy and satisfaction of creating things that other people consume and use. Yep, coding is fun! And if that weren't enough, when you learn to code you develop all sorts of invaluable skills and traits beyond just coding. These include planning, problem solving, communication, logic, empathy, attention to detail, patience, resilience, persistence, and creativity. And it turns out that these skills (especially creativity and creative problem solving) are some of the most in-demand out there. So, coding will help your future career, too, regardless of what that career may be. But, where to start? Captain Code is a welcoming, engaging, and fun introduction to becoming a coder, designed for the young (ages 10-17) and young-at-heart. Experienced educators and coders Ben & Shmuel Forta will guide you using Python, one of the most popular programming languages in the world. You'll learn by creating games, yes, games, from simple projects to retro text-based adventures to complete graphical arcade style games. Captain Code is 400 glossy color pages of goodness packed with welcoming images, useful tips and tidbits, and engaging, readable text that focuses on doing while having fun. All code listings are in full-color and QR codes link to bonus content, downloads, challenge solutions, and more. Captain Code makes coding exciting and rewarding, as it prepares a new generation to take their next steps forwardin education, careers, or both. So, are you ready to unleash your coding superpower and become Captain Code?
    Note: Online resource; Title from title page (viewed December 25, 2021) , Mode of access: World Wide Web.
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    Spring Boot and Kotlin LiveLessons (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Spring Boot and Kptlin Table of Contents Introduction Lesson 1: Kotlin Everywhere Learning objectives 1.1 How I Learned to Stopped Worrying and Love Kotlin 1.2 A Tour of the Ecosystem Lesson 2: Kotlin, the Language Learning objectives 2.1 Syntax 2.2 Coroutines Lesson 3: Kotlin as a Better Java Learning objectives 3.1 Motivations 3.2 JDBC 3.3 Exposed ORM Lesson 4: Kotlin DSLs and Spring Learning objectives 4.1 Motivations 4.2 Reactive Web 4.3 Gateway 4.4 Functional Configuration 4.5 Spring Fu Summary
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    Learn JavaScript (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7+ Hours of Video Instruction JavaScript started as a basic language for performing simple computations on web pages, but it’s now become one of the most popular—if not the most popular—programming language. Over the past few years, it’s become possible to do pretty much anything using only JavaScript: We can write entire front-end applications using React, Angular, or Vue. We can create JavaScript servers using Node.js. We can make JavaScript-driven desktop apps using Electron. We can even develop mobile apps in JavaScript using React Native. In other words, JavaScript has become the common tongue of the software-development world, making it possible for a single developer with a single programming language to build programs that only a few years ago would have required an entire department. Join Shaun Wassell and take a journey into the universe of modern JavaScript. This LiveLessons offers manageable, thorough, step-by-step guides to learning and mastering modern JavaScript. Description Learn JavaScript LiveLessons gives first-time JavaScript users what they need to become successful developers. Shaun Wassell offers a modern, full-fledged introduction to JavaScript. In particular, the viewer will learn the modern syntax of JavaScript: ES6. Shaun delivers step-by-step guidance that will take the learner from the basic syntax and concepts of JavaScript, all the way through the more advanced concepts that are covered in technical interviews. About the Instructor Shaun Wassell's goal is to create a world where people are empowered to use programming as a way to solve meaningful problems, a world where writing code is just as natural for most people as walking or breathing. To make this a reality, he has dedicated the past few years to helping people learn and master software development skills through video courses for LinkedIn Learning, Pearson live training sessions, and one-on-one tutoring. Shaun has been programming since he was a kid, when creating video games was his gateway into the world of software. Since then, he‚Äôs been fortunate enough to be a contributing member on many amazing software projects and work with some incredible mentors along the way. Skill Level Beginning to Intermediate What You Will Learn Learn modern JavaScript from the ground up Build a basic server using JavaScript and Node.js Master the best practices of modern JavaScript Write high-quality, readable code Skillfully answer technical interview quest...
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    Continuous Encryption on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Overview In this course, you learn how to use AWS services that provide the capability to define encryption and compliance as code. These services include AWS Key Management Service, AWS CloudFormation, AWS CodePipeline, AWS CodeCommit, AWS CodeBuild, AWS Config and Config Rules, Amazon CloudWatch Event Rules, and AWS Lambda. You learn how to use a combination of these services and tools to encrypt, prevent, detect, and remediate noncompliant resources within your software systems. Throughout the course, you will see working examples of how to automate the encryption of these services and how they can be included as part of a deployment pipeline using AWS CloudFormation and AWS CodePipeline. Skill Level Intermediate to Advanced Learn How To * Use AWS CloudFormation to provision AWS resources as code.* Use AWS CodePipeline to model continuous delivery workflows.* Create, disable, and delete symmetric keys using the AWS Key Management Service (KMS).* Automate the management of KMS keys using AWS CloudFormation.* Perform client-side encryption using the AWS Encryption SDK.* Create and automatically rotate encrypted username and password secrets for Amazon RDS using the AWS Secrets Manager and AWS Lambda.* Automate the provisioning of a deployment pipeline that deploys SSL/TLS AWS Certificate Manager (ACM) digital certificates using AWS CloudFormation and AWS CodePipeline.* Automate the provisioning of encryption when creating EBS, DynamoDB, RDS, and S3 resources using AWS CloudFormation.* Automate the provisioning of a deployment pipeline that deploys AWS Config Rules to detect unencrypted AWS resources using AWS CloudFormation and AWS CodePipeline.* Automatically provision a CloudTrail trail in CloudFormation and search the JSON files generated by CloudTrail using Amazon Athena.* Automate the provisioning of a deployment pipeline that deploys a solution capable of preventing, detecting, and remediating unencrypted resources using AWS CloudFormation and AWS CodePipeline. Who Should Take This Course * Software developers and security and compliance professionals who want to integrate encryption into every facet of the software development and delivery process.* Professionals with a working knowledge of AWS and programming knowledge who want to make encryption ubiquitous across their systems. Course Requirements * Working knowledge of AWS (that is, at least one to two years working with AWS) is required.* Practical e...
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    The Professional Scrum Team (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780134862279
    Language: English
    Pages: 1 online resource (144 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The Practical Guide to Optimizing Product Value through Better Teamwork with Scrum Professional Scrum is hard, not because the ideas are hard, but because it requires persistence, focus, and dedication to not let the day-to-day realities get in the way. In this book, Peter, Uwe, and Kurt have provided a collection of materials to help the Scrum Team deliver value and feel happy doing it. Dave West, CEO and Product Owner, Scrum.org Teams and individuals find the rules of the Scrum Framework to be easy to describe but challenging to implement. The Professional Scrum Team helps you bring the Scrum Framework rules to life in your everyday work, optimizing both team and individual performance and creating more value. Three leading Scrum experts bring together proven practices based on decades of real-life experience participating in, leading, and supporting Scrum Teams. They introduce a team as it starts out with Scrum and follow it as it gains hard-won practical experience, gradually mastering the intense collaboration that Scrum demands. As you share the teams experiencefacing and overcoming realistic challengesyoull discover better ways to work together, enhance your practices, leverage tools, continuously improve, and deliver functionality in ever-shorter cycles. Understand how Scrum Teams work, collaborate, and promote transparency Explore common problems that lead less experienced Scrum Teams to give up Find your Scrum Teams best approach to solving complex adaptive problems Integrate DevOps practices with Scrum to improve effectiveness Productively and professionally resolve conflicts that arise from close collaboration Help your organization learn how to improve its results by better supporting its Scrum Teams This guide is for anyone who works with Scrum Teams or wants to become more effective as a Scrum Team member or leader. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
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    The Kollected Kode Vicious (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780136869955
    Language: English
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Pragmatic, Bite-Sized Programming Advice from a Coder with an Attitude, Kode Vicious For many years [I have] been a fan of the regular columns by Kode Vicious in Communications of the ACM . The topics are not only timely, theyre explained with wit and elegance. From the Foreword by Donald E. Knuth Writing as Kode Vicious (KV), George V. Neville-Neil has spent more than 15 years sharing incisive advice and fierce insights for everyone who codes, works with code, or works with coders. Now, in The Kollected Kode Vicious , hes brought together his best essays and Socratic dialogues on the topic of building more effective computer systems. These columns have been among the most popular items published in ACMs Queue magazine, as well as Communications of the ACM, and KVs entertaining and perceptive explorations are supplemented here with new material that illuminates broader themes and addresses issues relevant to every software professional. Neville-Neil cuts to the heart of the matter and offers practical takeaways for newcomers and veterans alike on the following topics: The Kode at Hand: What to do (or not to do) with a specific piece of code Koding Konundrums: Issues that surround code, such as testing and documentation Systems Design: Overall systems design topics, from abstraction and threads to security Machine to Machine: Distributed systems and computer networking Human to Human: Dealing with developers, managers, and other people Each chapter brings together letters, responses, and advice that apply directly to day-to-day problems faced by those who work in or with computing systems. While the answers to the questions posed are always written with an eye towards humor, the advice given is deadly serious. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed October 29, 2020) , Mode of access: World Wide Web.
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    Full-Stack React (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Full-Stack React
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    Zombie Scrum Survival Guide (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780136523390
    Language: English
    Pages: 1 online resource (288 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Escape Zombie Scrum and Get Real Value from Agile! Professional Scrum and Zombie Scrum are mortal enemies in eternal combat. If you relax your guard, Zombie Scrum comes back. This guide helps you stay on your guard, providing very practical tips for identifying when you have become a Zombie and how to stop this from happening. A must-have for any Zombie Scrum hunter. Dave West, CEO, Scrum.org Barry, Christiaan, and Johannes have done a magnificent job of accumulating successful experiences and sharing their inspiring stories in this very practical book. They dont shy away from telling it like it is, which is why their proposals are always as useful as they are grounded in reality. Henri Lipmanowicz, cofounder, Liberating Structures Millions of professionals use Scrum. Its the worlds #1 approach to agile software development. Even so, by some estimates, over 70% of Scrum adoptions fall flat. Developers find themselves using Zombie Scrum processes that look like Scrum, but are slow, lifeless, and joyless. Scrums just not working for them. Zombie Scrum Survival Guide reveals why Scrum runs aground and shows how to supercharge your Scrum outcomes, while having a lot more fun along the way. Humorous, visual, and extremely relatable, it offers practical approaches, exercises, and tools for escaping Zombie Scrum. Even if youre surrounded by skeptics, this book will be the antidote to help you build more of what users need, ship faster, improve more continuously, interact more successfully in any team, and feel a whole lot better about what youre doing. Suddenly, one day soon, youll remember: thats why we adopted Scrum in the first place! Learn how Zombie Scrum infects you, why it spreads, and how to inoculate yourself Get closer to your stakeholders, and wake up to their understanding of value Discover why Zombie teams cant learn, and what to do about it Clear away the specific obstacles to real continuous improvement Make self-managed teams real so people can behave like humans, not Zombies Zombie Scrum Survival Guide is for Scrum Masters, Scrum practitioners, Agile coaches and leaders, and everyone who wants to transform Scrums promises into reality.
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    Ubuntu Linux Unleashed 2021 Edition, 14th Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780136685395
    Language: English
    Pages: 1 online resource (752 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Covers 20.04, 20.10, and 21.04 Ubuntu Linux Unleashed 2021 Edition is filled with unique and advanced information for everyone who wants to make the most of the Ubuntu Linux operating system. This new edition has been thoroughly updated by a long-time Ubuntu user and early community leader to reflect the exciting new Ubuntu 20.04 LTS release, with a forthcoming online update mid-2021, at the halfway mark before the next LTS release comes out. Linux writer Matthew Helmke covers all you need to know about Ubuntu 20.04 LTS installation, configuration, productivity, command-line usage, development, systems administration, server operations, networking, virtualization, cloud computing, DevOps, and moreincluding intermediate-to-advanced techniques you wont find in any other book. Helmke presents up-to-the-minute introductions to Ubuntus key productivity and web development tools, programming languages, hardware support, and more. Youll find new or improved coverage of the Ubuntu desktop experience, common web servers and software stacks, an introduction to containers like Docker and Kubernetes, as well as a wealth of systems administration information that is stable and valuable over many years. Configure and use the Ubuntu desktop Get started with multimedia and productivity applications Manage Linux services, users, and software packages Administer and run Ubuntu from the command line Automate tasks and use shell scripting Provide secure remote access and configure a secure VPN Manage kernels and modules Administer file, print, email, proxy, LDAP, DNS, and HTTP servers (Apache, Nginx, or alternatives) Work with databases (SQL) and learn about NoSQL alternatives Get started with virtualization and cloud deployment, including information about containers Learn about options for managing large numbers of servers, including in the cloud Learn the basics about popular programming languages including Python, PHP, Perl, and gain an introduction to new alternatives such as Go and Rust
    Note: Online resource; Title from title page (viewed August 15, 2020) , Mode of access: World Wide Web.
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    Learn React for Modern Web Applications (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Nearly 6 Hours of Video Instruction React is an extremely popular tool for creating websites. It might help to think of it as sort of a halfway point between creating a site using a drag-and-drop editor, such as WordPress and Squarespace, and coding a site line by line by line, literally from scratch. Many companies find it an ideal compromise between these two options, providing the fine-grained control and customization of hand-coded sites with the ease and rapid development speed of drag-and-drop. It can be used in everything from the simplest blogs to the most grueling, tangled e-commerce sites. This course provides you with a solid foundation in creating modern web applications using the latest version of React. You’ll start by learning basic React syntax and the architecture of a React web application, working your way through progressively more advanced concepts until you reach a deep level of understanding. By the end, you’ll not only have a firm grasp on what it takes to build a full-scale React application, but also the best practices to follow when doing so. This ensures that the end result of any further React-related endeavors will be not only an application that works, but one that is highly performant and maintainable. Description React allows developers to create beautiful, performant, easily maintainable websites incredibly quickly. React is currently the most popular JavaScript framework on the market and is used by a majority of companies. In fact, React currently has one of the largest gaps between the number of employers who want it and the number of developers who know it. In short, 33% of employers need React skills, but only 19% of developers said they know React. In this LiveLessons, Shaun Wassell fills this need by providing a straightforward, comprehensive guide to learning React and all of its latest features. React is currently the most popular front-end JavaScript framework. Access the companion code for this product at https://github.com/shaunwa/learn-react-livelessons . About the Instructor Shaun Wassell 's goal is to create a world where people are empowered to use programming as a way to solve meaningful problems—a world where writing code is just as natural for most people as walking or breathing. To help make this a reality, he has dedicated the past few years to helping people learn and master software-development skills through video courses, live training sessions, and one-on-one tutoring. Shaun has been ...
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    The Agile Leader : Leveraging the Power of Influence (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780136709817
    Language: English
    Pages: 1 online resource (384 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Unleash Your Agile Leadership Potential and Guide Your Entire Organization Toward Agility In todays complex, fast-changing, and unpredictable world, radically agile organizations thrive when they combine strong local autonomy with deeply shared goals. Leadership is a key factorindividuals who welcome complexity and know how to leverage influence, culture, and organizational design to align widely distributed teams are integral to success. Renowned agile coach Zuzana ochová presents the skills and techniques you need to become that needed agile leader. ochovás inspirational examples draw on her experience working with leaders in organizations of all sizes, in multiple industries, worldwide. Through practical exercises and assessments, you learn how to unleash your potential, become a better catalyst and community builder, sensibly apply transparency, improve functions from HR to finance, and guide entire organizations toward greater agility. Build a powerful shared vision and change organizations and cultures to achieve it Explore types and models of agile leadership and choose styles that leverage your strengths Practice the competencies and high-level cognitive meta-skills of agile leadership Understand and promote agility at the executive and board levels Master practical techniques such as large group facilitation, system coaching, trust building, and team formation Lead in a world of soaring volatility, uncertainty, complexity, and ambiguity The Agile Leader is for managers, directors, executives, and entrepreneursanyone, regardless of position, whos ready to take ownership, challenge the status quo, and become a true agile leader. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
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    Agile Transformation : Using the Integral Agile Transformation Framework to Think and Lead Differently (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780133137392
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Lead Agile Transformations that Scale and Succeed across the Entire Organization Most organizational leaders know agility is paramount to survival in a world of unprecedented volatility, uncertainty, complexity, and ambiguity (VUCA). Thats why so many keep attempting Agile transformations even after previous initiatives have failed. But the truth is, both organizations and leaders need new ways of thinkingthey need to upgrade their organizational operating system. Built on the proven Integral Agile Transformation Framework (IATF), Agile Transformation offers a fresh perspective and systemic approach that can operate on all levels, from individual to enterprise. Youll learn how to use IATF to combine what you know subjectively (heart) with what you can measure objectively (data). Even if youre already using leadership or culture models, scaled frameworks, or other techniques, IATF helps you place them in context, overcome their limitations, and gain more value from them. As it has in many other organizations, IATF can help you become an authentic Transformational Leader and finally build an organization thats truly Agile. Gain crucial new perspective for leading your Agile transformation: insight into your world, organization, work, and yourself Understand what your current Agile methods do and dont do, how they interact or conflict, and where you need something more Structure existing models and frameworks into an understandable meta-framework Master a unified and practical system for mapping whats going on and what needs to change Discover practical ways to successfully lead both human and organizational aspects of change Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
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    Framework Design Guidelines : Conventions, Idioms, and Patterns for Reusable .NET Libraries, 3rd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (550 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Master Today's Best Practices for Building Reusable .NET Frameworks, Libraries, and Components Framework Design Guidelines has long been the definitive guide to best practices for developing components and component libraries in Microsoft .NET. Now, this third edition has been fully revised to reflect game-changing API design innovations introduced by Microsoft through seven recent updates to C#, eight updates to .NET Framework, and the emergence and evolution of .NET Core. Three of Microsoft's leading architects share the same guidance Microsoft teams are using to evolve .NET, so you can design well-performing components that feel like natural extensions to the platform. Building on the book's proven explanatory style, the authors and expert annotators offer insider guidance on new .NET and C# concepts, including major advances in asynchronous programming, lightweight memory access, and shared component distribution. Throughout, they clarify and refresh existing content, helping you take full advantage of best practices based on C# 7.3, .NET Framework 4.7.x, and .NET Core. Discover which practices should always, generally, rarely, or never be used—including practices that are no longer recommended Learn the general philosophy and fundamental principles of modern framework design Explore common framework design patterns with up-to-date C# examples Apply best practices for naming, types, extensibility, and exceptions Master new async programming techniques utilizing Task and ValueTask Make the most of .NET Core Memory and Span lightweight memory access Distribute shared components via NuGet, and manage its considerations and tradeoffs This guide is an indispensable resource for everyone who builds reusable .NET-based frameworks, libraries, or components at any scale: large system frameworks, medium-size reusable layers of large distributed systems, extensions to system frameworks, or even small shared components. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
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    Retrospectives Antipatterns (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780136819844
    Language: English
    Pages: 1 online resource (288 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Improve Every Retrospective! Real Solutions for Every Team Leader, Facilitator, and Participant Aino has shared a robust, curated list of anti-patterns and how to avoid them. And she has shared so much more than tips and techniques. You will find a goldminewith precious nuggets, including her personal experiences, effective facilitation resources, and pointers for extracting yourself and your team when youre stuck. . . . Diana Larsen, co-author, Agile Retrospectives: Making Good Teams Great Retrospectives are indispensable for continuous learning and improvement in Lean, Agile, DevOps, and other contexts. But too many organizations run retrospectives in name only and dont get the value they expected. Now, leading facilitator Aino Vonge Corry identifies 24 reasons retrospectives fail, and shows how to overcome each of them. Using the familiar patterns approach, Retrospectives Antipatterns introduces antipatterns related to structure, planning, people, distributed teams, and more. Corry shares traps shes encountered over more than a decade of leading retrospectives and presents proven solutions. With her insights and guidance, you can run retrospectives that deliver concrete improvements and real valuenot just once, but every time. Find a common language, actionable solutions, and proven plans for solving the retrospective problems youll encounter most often Recognize symptoms, assess tradeoffs, and refactor your current situation into something better Get structure right: optimize activities and agendas, improve communication flow, and more Plan more effectively: decide who should attend and facilitate, when to schedule your retrospective, and how much time to set aside Handle people problems: deal with negativity, silence, distrust, disillusionment, loudmouths, and cultural differences
    Note: Online resource; Title from title page (viewed October 26, 2020) , Mode of access: World Wide Web.
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    Learn jQuery Essentials (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. The associated code for this LiveLesson can be found at https://github.com/shaunwa/jquery-examples .
    Note: Online resource; Title from title screen (viewed October 6, 2020) , Mode of access: World Wide Web.
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    Robotic Process Automation : The Promise, the Patterns, and the Pitfalls (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780136823629
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Robotic Process Automation: The Promise, the Patterns, and the Pitfalls: 4+ Hours of Video Instruction Robotic process automation (RPA) and robotic desktop automation (RDA) are hot topics in IT right now. The latest stage in the evolution of business process automation, RPA tools provide the ability to create artificial workers to handle repetitive or mundane tasks, which can in turn lead to dramatic cost savings. Description The demand for content related to RPA is surging, mainly because tactical guides currently do not exist. This field of software is maturing at a rapid pace and is being commoditized to the point where software bots work alongside humans for specific functions within an organization. In Robotic Process Automation LiveLessons Mike Ogrinz and John Checco demonstrate the significant benefits involved in this red-hot topic and how to get the most out of your automation platforms. Within this growing field are some non-obvious drawbacks and pitfalls. Fragile automations can lead to production failures. Unmonitored usage can have undesirable, out-of-control side effects. And lack of oversight and control can create brittle interdependencies that stifle innovation and create governance challenges. This introductory LiveLessons video covers the basics as well as the gotchas. About the Instructors Michael Ogrinz leads a research and innovation team at one of the worlds largest financial institutions. He first became involved with RPA technology in 2008 and went on to author Mashup Patterns , a groundbreaking book for Addison-Wesley in 2009. He has written and presented numerous talks on RPA and RDA. In his personal life, Michael builds robots (the other kind), restores classic pinball and arcade machines, and is a competitive inventor (and winner of Season 2 of the Qualcomm Invent-off series.) John C. Checco is President Emeritus for the New York Metro InfraGard Members Alliance as well as an information security professional, providing subject-matter expertise across various industries. John has been an active contributor to the Strategic Advisory & Content Committee of the WSTA (Wall Street Technology Association) since 1997, a member of InfraGards NY Metro Chapter since 2003, a member in several other security organizations (ASIS, ISSA and OWASP), and was co-founder and, since 2014, was chair for the NY Metro Joint Cyber Security Conference & Workshop series. Skill Level Beginning to Intermediate What You Will Learn Learn about ...
    Note: Online resource; Title from title screen (viewed December 2, 2020) , Mode of access: World Wide Web.
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    Machine Vision, GANs, and Deep Reinforcement Learning (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 6 Hours of Video Instruction An intuitive introduction to the latest superhuman capabilities facilitated by Deep Learning. Overview Machine Vision, GANs, Deep Reinforcement Learning LiveLessons is an introduction to three of the most exciting topics in Deep Learning today. Modern machine vision involves automated systems outperforming humans on image recognition, object detection, and image segmentation tasks. Generative Adversarial Networks cast two Deep Learning networks against each other in a “forger-detective” relationship, enabling the fabrication of stunning, photorealistic images with flexible, user-specifiable elements. Deep Reinforcement Learning has produced equally surprising advances, including the bulk of the most widely-publicized “artificial intelligence” breakthroughs. Deep RL involves training an “agent” to become adept in given “environments,” enabling algorithms to meet or surpass human-level performance on a diverse range of complex challenges, including Atari video games, the board game Go, and subtle hand-manipulation tasks. Throughout these lessons, essential theory is brought to life with intuitive explanations and interactive, hands-on Jupyter notebook demos. Examples feature Python and straightforward Keras layers in TensorFlow 2, the most popular Deep Learning library. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He presents a popular series of deep learning tutorials published by Addison-Wesley and is the author of the bestselling book Deep Learning Illustrated . Jon teaches his deep learning curriculum in-classroom at the New York City Data Science Academy, as well as guest lecturing at Columbia University and New York University. He holds a doctorate in neuroscience from Oxford University and has been publishing on machine learning in leading journals since 2010. Skill Level Intermediate Learn How To Understand the high-level theory and key language around machine vision, deep reinforcement learning, and generative adversarial networks Create state-of-the art models for image recognition, object detection, and image segmentation Architect GANs that crea...
    Note: Online resource; Title from title screen (viewed March 3, 2020) , Mode of access: World Wide Web.
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    Continuous Compliance on AWS (The DevSecOps on AWS Series) (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction Automatically adhere to best practices by learning to run compliance as code in a Continuous Delivery process using AWS Config Rules, Amazon CloudWatch Event Rules, AWS CloudFormation, AWS CodePipeline, and AWS Lambda. Overview In this course, you will learn to use AWS services to define compliance as code, including AWS Config Rules, Amazon CloudWatch Event Rules, AWS CloudFormation, AWS CodePipeline, and AWS Lambda. You also learn how to use a combination of these tools to prevent, detect, and remediate noncompliant resources in your software systems. Paul Duvall has six AWS certifications, including AWS Certified DevOps Engineer Professional and AWS Certified Security – Specialty. He has architected, implemented, and managed software and systems solutions for more than 20 years. Throughout the course, you will have the opportunity to work along with Paul as he demonstrates how to automate the provisioning of these services and how to include them as part of a deployment pipeline using AWS CloudFormation and AWS CodePipeline. About the Instructor Paul Duvall is a founder of Stelligent and Chief AWS Evangelist at Mphasis–an AWS Premier Consulting Partner with the DevOps, Security, and Financial Services Competencies that has been implementing Continuous Delivery solutions on AWS since 2009. Paul has been an AWS Community Hero since 2016. He has six AWS certifications, including AWS Certified DevOps Engineer Professional and AWS Certified Security — Specialty. He has architected, implemented, and managed software and systems solutions for more than 20 years. He is the principal author of Continuous Integration: Improving Software Quality and Reducing Risk (Addison-Wesley, 2007), a 2008 Jolt Award Winner, and author of many other publications, including DevOps Essentials on AWS LiveLessons (Addison-Wesley, 2017). He writes for several publications including Forbes , Stelligent , and Mphasis , and hosts the "DevOps on AWS Radio" podcast. Skill Level Intermediate to Advanced Learn How To Apply key compliance concepts on AWS. Use AWS services and tools to automate compliance, including AWS CloudFormation, AWS Config Rules, AWS CodePipeline, Amazon CloudWatch Event Rules, and AWS Lambda. Integrate Continuous Compliance workflows for prevention, detection, and remediation into your software delivery process. Who Should Take This Course Software developers and security and compliance professionals who...
    Note: Online resource; Title from title screen (viewed February 23, 2020) , Mode of access: World Wide Web.
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    Product Analytics : Applied Data Science Techniques for Actionable Consumer Insights (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780135258644
    Language: English
    Pages: 1 online resource (494 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Product Analytics bridges the divide between high-value business insights and today’s best statistics and machine learning techniques, offering practical qualitative and quantitative techniques to generate actionable insight into customer behavior. Experienced data scientist and enterprise manager Joanne Rodrigues-Craig presents statistical techniques to determine why things happen, and how to change what people do at scale. She complements these with the social sciences’ most useful qualitative techniques for creating better theories, designing better metrics, and driving more rapid and sustained behavior change. You’ll learn through intuitive examples from both web products and “real life,” including numeric examples illuminating hypothesis testing, regression, and other statistical techniques. Discover how to: Think like a social scientist to contextualize individual behavior in social environments, explore how human behavior develops, and establish the conditions for change Develop core metrics and effective KPIs for user analytics in any web product Understand statistical inference, the differences between correlation and causation and when to apply each technique Conduct more effective A/B tests Build intuitive predictive models to capture user behavior in product Using the latest quasi-experimental design techniques and statistical matching tease out causal effects from observational data Implement sophisticated targeting methods like uplift modeling for marketing campaigns Project business costs/subgroup population changes by using advanced demographic projection methods Do all this in R (sample code available in a separate code manual)
    Note: Online resource; Title from title page (viewed July 14, 2020) , Mode of access: World Wide Web.
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    Programming with Data : Python and Pandas LiveLessons (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5 Hours of Video Instruction Learn how to use Pandas and Python to load and transform tabular data and perform your own analyses. Overview In Programming with Data: Python and Pandas LiveLessons , data scientist Daniel Gerlanc prepares learners who have no experience working with tabular data to perform their own analyses. The video course focuses on both the distinguishing features of Pandas and the commonalities Pandas shares with other data analysis environments. In this LiveLesson, Dan starts by introducing univariate and multivariate data structures in Pandas and describes how to understand them both in the context of the Pandas framework and in relation to other libraries and environments for tabular data like R and relational databases. Next, Dan covers reading and writing to external file formats, split-apply-combine computations, introductory and advanced time series, and merging and reshaping datasets. After watching this video, Python programmers will gain a deep understanding of the Pandas framework through exposures to all of its APIs and feature sets. Skill Level Beginner Intermediate Learn How To Avoid common pitfalls and “gotchas” in Pandas by understanding the conceptual underpinnings common to most data manipulation libraries and environments Create univariate (Series) and multivariate (DataFrame) data structures in Pandas Read from and write to external data sources like text and binary files and databases Use the Split-Apply-Combine technique to calculate grouped summary statistics like mean, median, and standard deviation on your data Handle time series data; apply lead, lag, and rolling computations to them; and interpolate missing data Merge and reshape datasets Understand how data alignment is a central concept of Pandas Who Should Take This Course People with a solid understanding of Python programming who want to learn how to load and transform tabular data using Pandas and understand general principles and requirements common to tabular data manipulation frameworks Course Requirements Intermediate-level programming ability in Python. You should know the difference between a dict, list, and tuple. Familiarity with control-flow (if/else/for/while) and error handling (try/catch) are required. No statistics background is required. About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional...
    Note: Online resource; Title from title screen (viewed February 18, 2020) , Mode of access: World Wide Web.
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    AWS Certified DevOps Engineer - Professional (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Nearly 4 Hours of Video Instruction Cloud adoption is greater than ever. However, there is a shortage of skilled practitioners who not only can use the cloud, but can optimize it. DevOps is a catchall word for a series of behaviors that can dramatically increase the operational efficiency of the cloud. DevOps best practices include continuous integration, continuous delivery, Microservices, teamwork and collaboration, and monitoring. This course covers the essentials of DevOps Professional on AWS and prepares a candidate to sit for the DevOps Professional Certification exam. Description The AWS Certified Developer Complete Video Course focuses on the AWS Certified DevOps Engineer - Professional Exam. The leader in cloud computing by market share, Amazon and their DevOps Professional certification allows you to demonstrate that you have mastered the essential skills of operationalizing a cloud. Seven main categories are covered: AWS Certified DevOps Engineer Overview; SDLC Automation; Configuration Management and Infrastructure as Code; Monitoring and Logging; Policies and Standards Automation; Incident and Event Response; and High Availability, Fault Tolerance, and Disaster Recovery. The material focuses on teaching the concepts necessary to pass the exam and be competent as a DevOps practitioner on AWS. About the Instructor Noah Gift is a lecturer at UC Davis Graduate School of Management MSBA program, the Graduate Data Science program, MSDS, at Northwestern, the Data Science program at UC Berkeley, and the USF Health Informatics program. He is teaching and designing graduate Machine Learning, AI, Data Science courses, and consulting on Machine Learning and Cloud Architecture for students and faculty. These responsibilities include leading a multi-cloud certification initiative for students. Noah has published nearly 100 technical publications, including books on subjects ranging from Cloud Machine Learning to DevOps. He has published more than100 technical publications, including three books on subjects ranging from Cloud Machine Learning to DevOps. Gift received an MBA from UC Davis, a M.S. in Computer Information Systems from Cal State Los Angeles, and a B.S. in Nutritional Science from Cal Poly San Luis Obispo. Currently, he consults startups and other companies on Machine Learning, Cloud Architecture and CTO-level consulting as the founder of Pragmatic AI Labs. His most recent book is Pragmatic AI: An Introduction to Cloud-Base...
    Note: Online resource; Title from title screen (viewed March 10, 2020) , Mode of access: World Wide Web.
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    ODSC East 2019 (Open Data Science Conference) (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 19 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: ODSC East 2019 Royalties for this video set help fund the ODSC Grant Award for open source data science projects. The Open Data Science Conference has established itself as the leading conference in the field of applied data science. Each ODSC event offers a unique opportunity to learn directly from the core contributors, experts, academics and renowned instructors helping shape the field of data science and artificial intelligence Presentations cover not only data science modeling but also the languages and tools needed to deploy these models in the real world such as TensorFlow, MXNet, scikit-learn, Kubernetes, and many more. Our conferences are organized around focus areas to ensure our attendees are at the forefront of this fast emerging field and current with the latest data science languages, tools, and models. You’ll find in our East 2019 video catalog some of our most popular focus areas. Please see our table of contents for a full list of videos
    Note: Online resource; Title from title screen (viewed January 14, 2020) , Mode of access: World Wide Web.
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    Modern Container-Based DevOps : Managing Microservices using Kubernetes and Docker (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 8+ Hours of Video Instruction Modern Container-Based DevOps LiveLessons: Managing Microservices using Kubernetes and Docker is designed to explain containers and Microservices, as well as how to deploy them easily using Kubernetes. This course will guide the user through the procedure of moving to microservices step-by-step, first in theory, and then in practice, with the end-of-lesson Labs. Modern Container-Based DevOps LiveLessons: Managing Microservices using Kubernetes and Docker focuses on how to run microservices in Docker and Kubernetes by exploring all the vital components in a microservices architecture. After exploring them step-by-step, the end-of-lesson labs throughout the course will put them into practice. By the end of the course, the user will be able to build their own full microservice running on Kubernetes! The course starts by guiding the user through the concept of microservices, explaining fundamentals and other components in IT that play a vital role in obtaining a microservices architecture. It then digs deeper, including how to use Git, and work with and manage containers using Docker as well as Podman on RHEL 8. The course then covers how to perform daily container management tasks, and works its way through managing container images, storage, and networking. This will give you a solid understanding of the container fundamentals. The course then discusses implementing microservices with container orchestration platforms and how to work with Kubernetes. In the final lesson, microservices-oriented components that are offered by the Kubernetes platform will be covered, and the course project will be finalized, providing the user with the skills they can immediately apply in their day jobs! Topics include: Module 1: Microservices Essentials Overview Module 2: Managing Containers Module 3: Implementing Full Microservices with Container Orchestration Platforms About the Instructor Sander van Vugt has been teaching Linux classes since 1995 and has written more than 60 books about different Linux-related topics, including the best-selling RHCSA-RHCE 7 Cert Guide . Sander is also the author of more than 25 video cou...
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    Linear Algebra for Machine Learning (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6.5 Hours of Video Instruction An introduction to the linear algebra behind machine learning models Overview Linear Algebra for Machine Learning LiveLessons provides you with an understanding of the theory and practice of linear algebra, with a focus on machine learning applications. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the book Deep Learning Illustrated (Addison-Wesley, 2020), an instant #1 bestseller that has been translated into six languages. Jon is renowned for his compelling lectures, which he offers in-person at Columbia University and New York University, as well as online via O'Reilly, YouTube, and the Super Data Science Podcast. Jon holds a PhD from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times. Skill Level Intermediate Learn How To Appreciate the role of algebra in machine and deep learning Understand the fundamentals of linear algebra, a ubiquitous approach for solving for unknowns within high-dimensional spaces Develop a geometric intuition of what's going on beneath the hood of machine learning algorithms, including those used for deep learning Be able to more intimately grasp the details of machine learning papers as well as all of the other subjects that underlie ML, including calculus, statistics, and optimization algorithms Manipulate tensors of all dimensionalities including scalars, vectors, and matrices, in all of the leading Python tensor libraries: NumPy, TensorFlow, and PyTorch Reduce the dimensionality of complex spaces down to their most informative elements with techniques such as eigendecomposition (eigenvectors and eigenvalues), singular value decomposition, and principal components analysis Who Should Take This Course Users of high-level software libraries (e.g., scikit-learn, Keras, TensorFlow) to train or deploy machine learning algorithms who would now like to understand the fundamentals underlying the abstractions, enabling them to expand their capabilities Software developers who would like to develop a firm foundation for the deployment of machine learning algorithms into production systems Data scientists who would like to reinforce their understanding of the subjects at the core of their professional discipline Data analysts or AI enthusiasts who would like to become a data scientist or data/ML engineer and are keen to deeply und...
    Note: Online resource; Title from title screen (viewed December 9, 2020) , Mode of access: World Wide Web.
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    The Pragmatic Programmer : your journey to mastery, 20th Anniversary Edition, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: "One of the most significant books in my life." —Obie Fernandez, Author, The Rails Way "Twenty years ago, the first edition of The Pragmatic Programmer completely changed the trajectory of my career. This new edition could do the same for yours." —Mike Cohn, Author of Succeeding with Agile , Agile Estimating and Planning , and User Stories Applied ". . . filled with practical advice, both technical and professional, that will serve you and your projects well for years to come." —Andrea Goulet, CEO, Corgibytes, Founder, LegacyCode.Rocks ". . . lightning does strike twice, and this book is proof." —VM (Vicky) Brasseur, Director of Open Source Strategy, Juniper Networks The Pragmatic Programmer is one of those rare tech books you'll read, re-read, and read again over the years. Whether you're new to the field or an experienced practitioner, you'll come away with fresh insights each and every time. Dave Thomas and Andy Hunt wrote the first edition of this influential book in 1999 to help their clients create better software and rediscover the joy of coding. These lessons have helped a generation of programmers examine the very essence of software development, independent of any particular language, framework, or methodology, and the Pragmatic philosophy has spawned hundreds of books, screencasts, and audio books, as well as thousands of careers and success stories. Now, twenty years later, this new edition re-examines what it means to be a modern programmer. Topics range from personal responsibility and career development to architectural techniques for keeping your code flexible and easy to adapt and reuse. Read this book, and you'll learn how to: Fight software rot Learn continuously Avoid the trap of duplicating knowledge Write flexible, dynamic, and adaptable code Harness the power of basic tools Avoid programming by coincidence Learn real requirements Solve the underlying problems of concurrent code Guard against security vulnerabilities Build teams of Pragmatic Programmers Take responsibility for your work and career Test ruthlessly and effectively, including property-based testing Implement the Pragmatic Starter Kit Delight your users Written as a series of self-contained sections and filled with classic and fresh anecdotes, thoughtful examples, and interesting analogies, The Pragmatic Programmer illustrates the best approaches and major pitfalls of many different aspects of software development. Whether you're a new coder, an experienced p...
    Note: Online resource; Title from title page (viewed September 13, 2019)
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    Machine Learning with Python for Everyone (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (353 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The Complete Beginner's Guide to Understanding and Building Machine Learning Systems with Python Machine Learning with Python for Everyone will help you master the processes, patterns, and strategies you need to build effective learning systems, even if you're an absolute beginner. If you can write some Python code, this book is for you, no matter how little college-level math you know. Principal instructor Mark E. Fenner relies on plain-English stories, pictures, and Python examples to communicate the ideas of machine learning. Mark begins by discussing machine learning and what it can do; introducing key mathematical and computational topics in an approachable manner; and walking you through the first steps in building, training, and evaluating learning systems. Step by step, you'll fill out the components of a practical learning system, broaden your toolbox, and explore some of the field's most sophisticated and exciting techniques. Whether you're a student, analyst, scientist, or hobbyist, this guide's insights will be applicable to every learning system you ever build or use. Understand machine learning algorithms, models, and core machine learning concepts Classify examples with classifiers, and quantify examples with regressors Realistically assess performance of machine learning systems Use feature engineering to smooth rough data into useful forms Chain multiple components into one system and tune its performance Apply machine learning techniques to images and text Connect the core concepts to neural networks and graphical models Leverage the Python scikit-learn library and other powerful tools Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed August 12, 2019)
    URL: https://learning.oreilly.com/library/view/-/9780134845708/?ar
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    Using Redux with React LiveLessons Video Training (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Web applications of today are becoming increasingly more complex. Our apps commonly need to request data from various sources and handle rich user interactions, which can become difficult to keep track of as our apps scale. Luckily, if you are using the React framework, there are many ways to solve these problems. React has emerged as the industry standard for JavaScript frameworks. With more than 3 million weekly downloads from the NPM package manager—and heavy usage by leading companies such as Google, Microsoft, Netflix, Twitter and so many more—React is a leading framework. Learn how to unlock the power of React with the Redux library to provide creative solutions and highly flexible web components. In larger applications, many developers and teams lean on Flux-style architectures, such as those implemented by the Redux library, which have proven to be highly scalable and easily testable. Instructor Dave Lunny covers how you can develop successful web applications with these powerful technologies. Description In this 5 hour LiveLesson, Dave Lunny provides a deep dive into the concepts behind Flux-based architectures like Redux, showing how to use unidirectional data patterns to help simplify your web applications. Lunny uses a mix of screen casting, slides, and personal narrative to cover modern development patterns, demonstrating how to solve state management issues that can arise—such as higher-order components, render props, and context. Skill Level Beginning-Intermediate What You Will Learn How to simplify the way data flows through applications A full understanding of the concepts behind Flux-style architecture and how to think in Redux Exciting concepts to help make components more flexible A keen understanding of the overarching concept behind Redux and how the library fits into a modern front-end JavaScript stack How to use Redux with React Advanced React patterns, such as higher-order components, render props, and the Context API Who Should Take This Course Web Developers Javascript developers Course Requirements Pre-requisites: A working knowledge of modern JavaScript (ES6+), as well as some basic CSS/HTML knowledge. Understanding of common web development best practices, specifically the benefits of building reusable UI components. Intermediate knowledge of the React JavaScript framework. About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technolo...
    Note: Online resource; Title from title screen (viewed April 18, 2019)
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    Building AI Applications on Google Cloud Platform (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Overview There is a rapid evolution occurring in machine learning with tools like AutoML that basically automate many of the tedious aspects of machine learning and allow developers to focus on getting results into production. Noah Gift illustrates just now to harness this technology and deploy it successfully on Google Cloud Platform, demonstrating for developers how to employ the current best practices and automated tools to create analytics applications that solve real-world problems. Developers who want to take their Data Science skills to the next level and build AutoML applications in the Cloud will benefit from this unique course, as they learn how to use AutoML, Big Query, Python, and Google App Engine to create sophisticated AI. Description Cloud AutoML is a suite of machine learning products that enables developers with limited machine learning expertise to train high-quality models specific to their business needs. It relies on Google’s state-of-the-art transfer learning and neural architecture search technology. Developers use Cloud AutoML’s graphical user interface to train, evaluate, improve, and deploy models based on their data. This LiveLesson covers programming components essential to the development of AI and Analytics applications. The focus is on building real-world software engineering applications on the Google Cloud Platform. Several emerging technologies are used to demonstrate the process, including AutoML and Google BigQuery. The Python language is used throughout the course, as Python is becoming the de facto standard language for AI application development in the cloud. Download the supplemental files for this LiveLesson from http://www.informit.com/store/building-ai-applications-on-google-cloud-platform-livelessons-9780135973509 . About the Instructor Noah Gift is a lecturer at the UC Davis Graduate School of Management, MSBA program, the Graduate Data Science program, MSDS, at Northwestern and the Graduate Information and Data Science Program at UC Berkeley. He is teaching and designing graduate machine learning, AI, Data Science, and Cloud Architecture courses. These responsibilities include leading a multi-cloud certification initiative for students. Noah is a Python Software Foundation Fellow, AWS Subject Matter Expert (SME) on Machine Learning, AWS Certified Solutions Architect, AWS Certified Big Data-Specialist, AWS Certified Machine Learning-Specialist, AWS Academy Accredited I...
    Note: Online resource; Title from title screen (viewed August 8, 2019)
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    ODSC West 2018 (Open Data Science Conference) (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 49 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Royalties for this video set help fund ODSC community initiatives such as grants to open source projects, our diversity program, student travel grants, and other initiatives. The Open Data Science Conference has established itself as the leading conference in the field of applied data science. Each ODSC event offers a unique opportunity to learn directly from the core contributors, experts, academics and renowned instructors helping shape the field of data science and artificial intelligence Presentations cover not only data science modeling but also the languages and tools needed to deploy these models in the real world such as TensorFlow, MXNet, scikit-learn, Kubernetes, and many more. Our conferences are organized around focus areas to ensure our attendees are at the forefront of this fast emerging field and current with the latest data science languages, tools, and models. You’ll find in our East 2018 video catalog some of our most popular focus areas including: Deep Learning and Machine Learning Over the last 5 years, we have seen incredible advances in the field of data scientist thanks to breakthroughs in neural networks, transfer learning, reinforcement learning, and generative adversarial networks (GANs) to name a few. With the advent of Google Voice, Alexa, and other voice assistants, presentations on enabling technologies like NLP, RNNs, and LSTM are popular. Some session to note: OS for AI: How Serverless Computing Enables the Next Gen of ML—Jon Peck pomegranate: Fast and Flexible Probabilistic Modeling in Python—Jacob Schreiber Data Wrangling to Provide Solar Energy Access Across Africa—Brianna Schuyler, PhD The past, present, and future of Automated Machine Learning—Randy Olson, PhD Minimizing and Preventing Bias in AI—Frances Haugen Deep Learning on Mobile—Anirudh Koul State of the Art Natural Language Understanding at Scale—David Talby, PhD Latest Developments in GANS—Seth Weidman How to Reason About Stateful Streaming Machine Learning Serving—Lessons from Production—Patrick Boueri An Introduction to Active Learning—Jennifer Prendki, PhD How to use Satellite Imagery to be a Machine Learning Mantis Shrimp—Sean Patrick Gorman, PhD Core Data Science and Data Visualization As data science advances at a rapid pace, core skills are more important than ever. Our sessions range from beginner to advanced level for core topics. Additionally, data and models need to be actionable and data visualization remains a key skill in any data sci...
    Note: Online resource; Title from title screen (viewed July 15, 2019)
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    Mastering Professional Scrum : A Practitioner’s Guide to Overcoming Challenges and Maximizing the Benefits of Agility (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (224 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: “Our job as Scrum professionals is to continually improve our ability to use Scrum to deliver products and services that help customers achieve valuable outcomes. This book will help you to improve your ability to apply Scrum.” —From the Foreword by Ken Schwaber, co-author of Scrum Mastering Professional Scrum is for anyone who wants to deliver increased value by using Scrum more effectively. Leading Scrum practitioners Stephanie Ockerman and Simon Reindl draw on years of Scrum training and coaching to help you return to first principles and apply Scrum with the professionalism required to achieve its transformative potential. The authors aim to help you focus on proven Scrum approaches for improving quality, getting and using fast feedback, and becoming more adaptable, instead of “going through the motions” and settling for only modest improvements. Whether you’re a Scrum Master, Development Team member, or Product Owner, you’ll find practical advice for facing challenges with transparency and courage, overcoming a wide array of common challenges, and continually improving your Scrum practice. Realistically assess your current Scrum practice, and identify areas for improvement Recognize what a great Scrum Team looks like and get there Focus on “Done”—not “sort-of-Done” or “almost-Done” Measure and optimize the value delivered by every Product Increment Improve the way you plan, develop, and grow Clear away wider organizational impediments to agility and professionalism Overcome common misconceptions that stand in the way of progress Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed October 7, 2019)
    URL: https://learning.oreilly.com/library/view/-/9780134841632/?ar
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    BPF Performance Tools (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (693 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Gregg, Brendan BPF performance tools
    RVK:
    ST 261
    Keywords: Electronic books ; local ; LINUX
    Abstract: BPF and related observability tools give software professionals unprecedented visibility into software, helping them analyze operating system and application performance, troubleshoot code, and strengthen security. BPF Performance Tools: Linux System and Application Observability is the industry's most comprehensive guide to using these tools for observability. Brendan Gregg, author of the industry's definitive guide to system performance, introduces powerful new methods and tools for doing analysis that leads to more robust, reliable, and safer code. This authoritative guide: Explores a wide spectrum of software and hardware targets Thoroughly covers open source BPF tools from the Linux Foundation iovisor project's bcc and bpftrace repositories Summarizes performance engineering and kernel internals you need to understand Provides and discusses 150+ bpftrace tools, including 80 written specifically for this book: tools you can run as-is, without programming — or customize and develop further, using diverse interfaces and the bpftrace front-end You'll learn how to use BPF (eBPF) tracing tools to analyze CPUs, memory, disks, file systems, networking, languages, applications, containers, hypervisors, security, and the Linux kernel. You'll move from basic to advanced tools and techniques, producing new metrics, stack traces, custom latency histograms, and more. It's like having a superpower: with Gregg's guidance and tools, you can analyze virtually everything that impacts system performance, so you can improve virtually any Linux operating system or application.
    Note: Online resource; Title from title page (viewed November 6, 2019)
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    Righting Software (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (372 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Right Your Software and Transform Your Career Righting Software presents the proven, structured, and highly engineered approach to software design that master architect Juval Löwy has practiced and taught around the world. Although companies of every kind have successfully implemented his original design ideas across hundreds of systems, these insights have never before appeared in print. Based on first principles in software engineering and a comprehensive set of matching tools and techniques, Löwy’s methodology integrates system design and project design. First, he describes the primary area where many software architects fail and shows how to decompose a system into smaller building blocks, or services, based on volatility. Next, he shows how to flow an effective project design from the system design; how to accurately calculate the project duration, cost, and risk; and how to devise multiple execution options. The methods and principles in Righting Software apply regardless of your project and company size, technology, platform, or industry. Löwy starts the reader on a journey that addresses the critical challenges of software development today by righting software systems and projects as well as careers–and possibly the software industry as a whole. Software professionals, architects, project leads, or managers at any stage of their career will benefit greatly from this book, which provides guidance and knowledge that would otherwise take decades and many projects to acquire. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed December 16, 2019)
    URL: https://learning.oreilly.com/library/view/-/9780136524007/?ar
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    Python for Data Science Complete Video Course (Video Training) (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9+ Hours of Video Instruction While there are resources for Data Science and resources for Machine Learning, there's a distinct gap in resources for the precursor course to Data Science and Machine Learning. This complete video course fills that gap--it is specifically designed to prepare students to learn how to program for Data Science and Machine Learning with Python. This is the antidote to the over-complicated universe of these hot new, growing technologies. With this course, students will learn the fundamentals of Python and get prepared specifically for Data Science. Noah Gift and Kennedy Behrman take students with zero programming background through enough Python to prepare them for their Data Science curriculum. Companies are looking for developers who can create insight-driven systems, as they are now becoming critical to business success. Very few professionals are adequately trained to handle both large-scale software engineering and Machine Learning/AI. This is an emerging field, and we are developing the training to meet this need in the marketplace. Description Notebook-based Data Science programming in Python is the emerging standard but there is a dearth of quality training material available for beginners. This 9-hour video provides foundational training on the Python language for the novice or beginner programmer looking to start in the Data Science field. The video serves as the 100-level course for a Data Science undergraduate or graduate program. The course has been designed around Colab notebook-based learning. Students would be able to run every exercise shown in the videos. The material focuses on a smaller, easier subset of Python that is needed just for Data Science coding. Skill Level Beginner What You Will Learn Learn Google Colab notebook Data Science programming Learn the essential subset of Python used in Data Science Learn to manipulate data using popular Python libraries such as pandas and numpy Learn to apply Python Data Science recipes to real-world projects Learn functional programming fundamentals unique to Data Science Who Should Take This Course Complete beginners to programming Statisticians and Analysts in the data industry looking to use Python for Data Science Sales, Product Managers, Data Analysts, Marketing who want to perform Data Science Software Engineers looking to level up into Data Science and Machine Learning tracks Students enrolled in a Data Science program Course Requirements General comp...
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    Tableau LiveLessons (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Put learning into practice with Tableau LiveLessons for the aspiring visual data storyteller. There is a data revolution happening across the globe. From academics to politics and everywhere in between, the world’s stories are being told through their data points. Although telling stories about data isn’t new, we are now telling them in ways that are more meaningful and impactful than ever before as an emerging new class of visualizations attempts to tell the world’s stories through the power of data visualization. However, visual data storytelling is not an inherent skill, and data stories differ from traditional storytelling in many ways. Further, while robust visualization tools support rich and diverse forms of visual data storytelling capabilities, crafting a compelling data narrative is not a process that we can rely on a tool to do for us. These lessons provide a hands-on foundation for users to learn how to craft visual data narratives using the most appropriate visualizations, apply visual design to engage their audience, and purposefully structure a narrative framework to deliver a compelling, actionable data story that invites discovery, solicits new questions, or offers alternative explanations–all using one of the most powerful and ubiquitous visualization tools on the market today, Tableau. Skill Level Beginner Learn How To- Tell visual stories that communicate insights and make an impact Leverage questions to design logical and fruitful data collection and analysis Create important graphs in Tableau and know which chart to use Utilize concepts of design in data visualization and storytelling Storyboard your story for your message based on your audience Direct your audience's attention to the most important parts of your data story Design effective business presentations to showcase your data story with Tableau Who Should Take This Course Analysts sharing the results of their data discovery or analysis Students communicating data for reports or presentations Teachers helping learners (of any age) to cultivate visual data literacy Executives and business managers reporting data-driven results or metrics Journalists giving data the starring role in their editorials Course Requirements A willingness to learn how to tell stories through data Access to Tableau Desktop (Windows or Mac), version 10 or higher Related Files The supplemental content for this LiveLesson can be downloaded from Githuub at: https:...
    Note: Online resource; Title from title screen (viewed February 12, 2019)
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    Learning Amazon Web Services (AWS) : A Hands-On Guide to the Fundamentals of AWS Cloud (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780135301104
    Language: English
    Pages: 1 online resource (448 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The Practical, Foundational Technical Introduction to the World's #1 Cloud Platform Includes access to several hours of online training video: Mark Wilkins' expert training video library guides you through setting up core services and prepares you to deploy your own apps and resources. Learning Amazon Web Services (AWS) is the perfect foundational resource for all administrators, developers, project managers, and other IT professionals who want to plan and deploy AWS services and/or earn AWS certification. Top cloud trainer and evangelist Mark Wilkins teaches best practices that align with Amazon's Well-Architected Framework, introduces key concepts in the context of a running case study, carefully explains how core AWS services operate and integrate, and offers extensively tested tips for maximizing flexibility, security, and value. Companion online videos guide you step-by-step through setting AWS compute, storage, networking, scale, security, automation, and more. Balance cost, compliance, and latency in your service designs Choose the right networking options for your virtual private cloud (VPC) Build, host, launch, manage, and budget for EC2 compute services Plan for scale and resiliency, and make informed decisions about AWS storage Enforce strict security, and automate to improve operational efficiency This book with companion training videos is a valuable learning tool for anyone seeking to demonstrate expertise through formal certification. WEB EDITION: All buyers of the book or ebook can register your book for access to a free online Web Edition of this title, which included videos embedded within the text, plus updates as they become available.
    Note: Online resource; Title from title page (viewed July 3, 2019)
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    Deep Learning Illustrated : A Visual, Interactive Guide to Artificial Intelligence (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780135116821
    Language: English
    Pages: 1 online resource (416 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: "The authors' clear visual style provides a comprehensive look at what's currently possible with artificial neural networks as well as a glimpse of the magic that's to come." — Tim Urban, author of Wait But Why Fully Practical, Insightful Guide to Modern Deep Learning Deep learning is transforming software, facilitating powerful new artificial intelligence capabilities, and driving unprecedented algorithm performance. Deep Learning Illustrated is uniquely intuitive and offers a complete introduction to the discipline's techniques. Packed with full-color figures and easy-to-follow code, it sweeps away the complexity of building deep learning models, making the subject approachable and fun to learn. World-class instructor and practitioner Jon Krohn—with visionary content from Grant Beyleveld and beautiful illustrations by Aglaé Bassens—presents straightforward analogies to explain what deep learning is, why it has become so popular, and how it relates to other machine learning approaches. Krohn has created a practical reference and tutorial for developers, data scientists, researchers, analysts, and students who want to start applying it. He illuminates theory with hands-on Python code in accompanying Jupyter notebooks. To help you progress quickly, he focuses on the versatile deep learning library Keras to nimbly construct efficient TensorFlow models; PyTorch, the leading alternative library, is also covered. You'll gain a pragmatic understanding of all major deep learning approaches and their uses in applications ranging from machine vision and natural language processing to image generation and game-playing algorithms. Discover what makes deep learning systems unique, and the implications for practitioners Explore new tools that make deep learning models easier to build, use, and improve Master essential theory: artificial neurons, training, optimization, convolutional nets, recurrent nets, generative adversarial networks (GANs), deep reinforcement learning, and more Walk through building interactive deep learning applications, and move forward with your own artificial intelligence projects Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed September 13, 2019)
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    Unity Certified 3D Artist Courseware (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The courses in this series will help you prepare for the Unity Certified 3D Artist exam, the professional certification for entry- to mid-level Unity artists. 3D artists are critical to the Unity development pipeline. They are a bridge between the programmers writing the application code and the designers or art directors who define the application’s aesthetics and style. In these courses, you will be challenged to complete realistic art implementation tasks in Unity that are aligned to the topics covered on the exam. Description Unity’s only official series of courses to prepare for the Unity Certified 3D Artist exam. This specialization covers five topic areas distributed over 5 self-paced courses: Asset Creation and Management; Lighting, Reflection and Post-Processing Effect; Integrating Scripts for Scene Integrations; Character Setup; and Setting up Cutscenes.Participants in this Specialization will complete multiple project milestones across two main projects: a Kitchen Configuration application with a realistic aesthetic, and a 3D video game level with a more stylized science-fantasy look. Across these two projects, learners will complete tasks including importing assets, manipulating materials, creating prefabs, adding lighting, setting up character models, and building cutscenes. About the Instructor Unity Technologies is the creator of the worlds most widely used real-time 3D (RT3D) development platform, giving developers around the world the tools to create rich, interactive 2D, 3D, VR and AR experiences. Our 1000 person engineering team keeps Unity at the bleeding-edge of technology by working alongside partners such as Facebook, Google, Microsoft, and Oculus to ensure optimized support for the latest releases and platforms. Experiences made with Unity reach nearly 3 billion devices worldwide, and were installed 24 billion times in the last 12 months. Unity is powering RT3D in architecture, automotive, construction, engineering, film, games, and more. By successfully completing the projects in all four courses, participants will have had extensive, guided practice in the programming skills needed to pass the Unity Certified 3D Artist Programmer Eexam. Skill Level Intermediate What You Will Learn Select the relevant import settings for importing 3D assets into Unity Troubleshoot common issues with imported 3D assets Identify techniques to prototype scenes and maintain prefabs throughout the production cycle Recognize pro...
    Note: Online resource; Title from title screen (viewed June 5, 2019)
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    Machine Learning with scikit-learn LiveLessons (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction Learn the main concepts and techniques used in modern machine learning through numerous examples written in scikit-learn Overview Machine Learning with scikit-learn LiveLessons is your guide to the scikit-learn library, which provides a wide range of algorithms in machine learning that are unified under a common and intuitive Python API. Most of the dozens of classes provided for various kinds of models share the large majority of the same calling interface. Quite often you can easily substitute one algorithm for another with very little or no change in your underlying code. This enables you to explore the problem space quickly and often to arrive at an optimal–or at least satisficing–approach to your problem domain or datasets. The scikit-learn library is built on the foundations of the numeric Python stack. It uses NumPy for its fundamental data structures and optimized performance, and it plays well with pandas and matplotlib. It is free software under a BSD license. The great bulk of machine learning programming in Python is done with scikit-learn—at least outside the specialized domain of deep neural networks. About the Instructor David Mertz has been involved with the Python community for 20 years, with data science, (under various previous names) and with machine learning since way back when it was more likely to be called “artificial intelligence.” He was a director of the Python Software Foundation for six years and continues to serve on, or chair, a variety of PSF working groups. He has also written quite a bit about Python: the column Charming Python for IBM developerWorks, for many years; Text Processing in Python (Addison-Wesley, 2003); and two short books for O’Reilly. He created the data science training program for Anaconda, Inc., and was a senior trainer for them. Skill Level Intermediate Learn How To Use various machine learning techniques Explore a dataset Perform various types of classification Use regression, clustering, and hyperparameters Use feature engineering and feature selection Implement data pipelines Develop robust train/test splits Who Should Take This Course Programmers and statisticians interested in using Python and the scikit-learn library to implement machine learning Course Requirements Programming experience Table of Contents Introduction Lesson 1: What Is Machine Learning? Lesson 2: Exploring a Dataset Lesson 3: Classification Lesson 4: Regression Less...
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    Getting Started with Blockchain and Cryptocurrency (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 3+ Hours of Video Instruction Overview In this course, participants learn what blockchain and cryptocurrency are, how they work, and how these technologies are being applied. The course explains what smart contracts are and how they work, the rise of new funding mechanisms such as Initial Coin Offerings (ICOs) and Security Token Offerings (STOs), and how the use of digital tokens and “tokenization” are changing many long-established business rules. Through the use of demonstrations and detailed slide explanations, we explore the state of the blockchain business market, including investments and projections for market growth. There is an opportunity to analyze multiple use cases of the blockchain technology being applied. The course also provides a section on how you can determine whether using blockchain and cryptocurrency are right for your business. This course quickly brings you up to speed on blockchain and cryptocurrency and how these technologies are being used to drive a new wave of innovation across a wide range of businesses. You will gain valuable professional knowledge on what blockchain and cryptocurrency are, how they are being used across numerous industries, why they are so innovative and disruptive, and how you can determine whether blockchain is right for your business. Topics include Module 1: Blockchain and Bitcoin Basic Concepts Module 2: Cryptocurrency and Smart Contracts Module 3: Business Opportunities in Blockchain Module 4: Blockchain and Your Business About the Instructor George Levy is a lecturer and senior instructor on blockchain, Bitcoin, and cryptocurrency at Blockchain Institute of Technology (BIT), a leading professional training and certification organization focused on blockchain technology and cryptocurrency. He is also co-founder and chief marketing officer for Bitsonline, a prominent media portal for all things cryptocurrency, blockchain, and the technology that frames it all. He is a former regional manager for Microsoft Corporation and a vice president for the World Business Forum (WOBI). An award-winning digital entrepreneur with more than 20 years of professional experience working with the Internet and digital technology, he is on a mission to help further the global growth of blockchain technology to drive positive change. George is a Certified Senior Blockchain Professional (CSBCP) from Blockchain Institute of Technology (BIT) and a Certified Bitcoin Professional (CBP) from CryptoCurrency Certificat...
    Note: Online resource; Title from title screen (viewed July 17, 2019)
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    Data Breaches : Crisis and Opportunity (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (864 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Protect Your Organization Against Massive Data Breaches and Their Consequences Data breaches can be catastrophic, but they remain mysterious because victims don't want to talk about them. In Data Breaches, world-renowned cybersecurity expert Sherri Davidoff shines a light on these events, offering practical guidance for reducing risk and mitigating consequences. Reflecting extensive personal experience and lessons from the world's most damaging breaches, Davidoff identifies proven tactics for reducing damage caused by breaches and avoiding common mistakes that cause them to spiral out of control. You'll learn how to manage data breaches as the true crises they are; minimize reputational damage and legal exposure; address unique challenges associated with health and payment card data; respond to hacktivism, ransomware, and cyber extortion; and prepare for the emerging battlefront of cloud-based breaches. Understand what you need to know about data breaches, the dark web, and markets for stolen data Limit damage by going beyond conventional incident response Navigate high-risk payment card breaches in the context of PCI DSS Assess and mitigate data breach risks associated with vendors and third-party suppliers Manage compliance requirements associated with healthcare and HIPAA Quickly respond to ransomware and data exposure cases Make better decisions about cyber insurance and maximize the value of your policy Reduce cloud risks and properly prepare for cloud-based data breaches Data Breaches is indispensable for everyone involved in breach avoidance or response: executives, managers, IT staff, consultants, investigators, students, and more. Read it before a breach happens! Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed October 28, 2019)
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    Managing the Unmanageable : Rules, Tools, and Insights for Managing Software People and Teams, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (544 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The Essential Guide to Effectively Managing Developers So You Can Deliver Better Software— Now Extensively Updated “Lichty and Mantle have assembled a guide that will help you hire, motivate, and mentor a software development team that functions at the highest level. Their rules of thumb and coaching advice form a great blueprint for new and experienced software engineering managers alike.” —Tom Conrad, CTO, Pandora “Reading this book’s nuggets felt like the sort of guidance that I would get from a trusted mentor. A mentor who I not only trusted, but one who trusted me to take the wisdom, understand its limits, and apply it correctly.” —Mike Fauzy, CTO, FauzyLogic Today, many software projects continue to run catastrophically over schedule and budget, and still don’t deliver what customers want. Some organizations conclude that software development can’t be managed well. But it can—and it starts with people. In their extensively updated Managing the Unmanageable, Second Edition, Mickey W. Mantle and Ron Lichty show how to hire and develop programmers, onboard new hires quickly and successfully, and build and nurture highly effective and productive teams. Drawing on over 80 years of combined industry experience, the authors share Rules of Thumb, Nuggets of Wisdom, checklists, and other Tools for successfully leading programmers and teams, whether they’re co-located or dispersed worldwide. This edition adds extensive new Agile coverage, new approaches to recruitment and onboarding, expanded coverage of handling problem employees, and much more. Whether you’re new to software management or you’ve done it for years, you’ll find indispensable advice for handling your challenges and delivering outstanding software. Find, recruit, and hire the right programmers, when you need them Manage programmers as the individuals they are Motivate software people and teams to accomplish truly great feats Create a successful development subculture that can thrive even in a toxic company culture Master the arts of managing down and managing up Embrace your role as a manager who empowers self-directed agile teams to thrive and succeed Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed December 4, 2019)
    URL: https://learning.oreilly.com/library/view/-/9780135667637/?ar
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  • 99
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    Learning Amazon Web Services (AWS) (Companion Videos) (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The companion videos for Learning Amazon Web Services (AWS) , the The Practical, Foundational Technical Introduction to the World’s #1 Cloud Platform Learning Amazon Web Services (AWS) is the perfect foundational resource for all administrators, developers, project managers, and other IT professionals who want to plan and deploy AWS services and/or earn AWS certification. Top cloud trainer and evangelist Mark Wilkins teaches best practices that align with Amazon’s Well-Architected Framework, introduces key concepts in the context of a running case study, carefully explains how core AWS services operate and integrate, and offers extensively tested tips for maximizing flexibility, security, and value. Companion online videos guide you step-by-step through setting AWS compute, storage, networking, scale, security, automation, and more. Balance cost, compliance, and latency in your service designs Choose the right networking options for your virtual private cloud (VPC) Build, host, launch, manage, and budget for EC2 compute services Plan for scale and resiliency, and make informed decisions about AWS storage Enforce strict security, and automate to improve operational efficiency
    Note: Online resource; Title from title screen (viewed August 3, 2019)
    URL: lizenzpflichtig
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  • 100
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    Foundations of Deep Reinforcement Learning : Theory and Practice in Python (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    ISBN: 9780135172490
    Language: English
    Pages: 1 online resource (416 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The Contemporary Introduction to Deep Reinforcement Learning that Combines Theory and Practice Deep reinforcement learning (deep RL) combines deep learning and reinforcement learning, in which artificial agents learn to solve sequential decision-making problems. In the past decade deep RL has achieved remarkable results on a range of problems, from single and multiplayer games–such as Go, Atari games, and DotA 2–to robotics. Foundations of Deep Reinforcement Learning is an introduction to deep RL that uniquely combines both theory and implementation. It starts with intuition, then carefully explains the theory of deep RL algorithms, discusses implementations in its companion software library SLM Lab, and finishes with the practical details of getting deep RL to work. This guide is ideal for both computer science students and software engineers who are familiar with basic machine learning concepts and have a working understanding of Python. Understand each key aspect of a deep RL problem Explore policy- and value-based algorithms, including REINFORCE, SARSA, DQN, Double DQN, and Prioritized Experience Replay (PER) Delve into combined algorithms, including Actor-Critic and Proximal Policy Optimization (PPO) Understand how algorithms can be parallelized synchronously and asynchronously Run algorithms in SLM Lab and learn the practical implementation details for getting deep RL to work Explore algorithm benchmark results with tuned hyperparameters Understand how deep RL environments are designed Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
    Note: Online resource; Title from title page (viewed December 2, 2019)
    URL: lizenzpflichtig
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