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  • MPI Ethno. Forsch.  (4,786)
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  • MPI Ethno. Forsch.  (4,786)
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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : InfiniteSkills
    ISBN: 9781926873985
    Language: English
    Pages: 1 streaming video file (9 hr., 5 min., 13 sec.) , digital, sd., col.
    Keywords: Adobe Photoshop lightroom ; Image processing ; Digital techniques ; Photography ; Digital techniques ; Electronic videos ; local
    Abstract: "In this Adobe Photoshop Lightroom 4 training course, creative and technical expert Andy Anderson takes you through the features and functions of this comprehensive software for both the professional and amateur photographer. Designed for the beginner, you do not require any prior experience working with Adobe Lightroom to take advantage of this tutorial. You will begin by touring the Lightroom interface, and become familiar with the tools and features that are available to you. You will them move on to cover features such as basic and advanced catalog organization, tethering, manipulating your images, geo-coding images, working with modules such as Develop and the Book Module, and so much more. You will learn to create slide shows, print and publish your images, and even export them to use with other Adobe Suite products. By the conclusion of this video based training course on Adobe Photoshop Lightroom 4, you will have a clear understanding of the features and functions at your fingertips, and how to utilize them within the software. Working files are included to let you work alongside the author as he proceed through this software video tutorial."--Resource description page.
    Note: Title from resource description page (viewed Aug. 21, 2012)
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  • 2
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use optimization strategies and greedy algorithms in one hour.
    Note: Online resource; Title from title screen (viewed March 7, 2021) , Mode of access: World Wide Web.
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484265826
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this course, we will look at using asynchronous programming in Python: the options, pitfalls, and best practices. We start with multi-threading, which is particularly useful when there is a lot of waiting, e.g. for HTTP requests or disk access. With multi-threading, you can start many requests in quick succession and then wait for all of them to complete at once. Next, the course will show you how to write your code in a thread-safe manner, and how to use it risk-free. Further, it covers Python’s global interpreter lock, which prevents a lot of serious problems in Python but also stops you from running threads in parallel. Going forward we discover how you can use Python’s multiprocessing library to run functions in parallel. Threads and processes often need to share or exchange data. In asynchronous code just passing Python objects is usually not the safest way to do this. This course looks at the main ways to do this correctly in Python, such as queues and events. Finally, the course moves on to the concurrent.future library which contains higher-level abstractions, including thread and processing pools and an asynchronous map function. The course finishes with advice on how to write robust asynchronous code, and how to test and debug it. What You Will Learn Take advantage of multi threading (concurrency) using the threading module Implement multi processing (parallelism) using the multiprocessing module Understand inter-process communication and data sharing using locks, queues, semaphores, barriers, events, and timers Test and debug asynchronous Python code Understand thread and process pools using concurrent.futures Who This Video Is For Intermediate to experienced Python programmers who want to speed up existing Python code by using multi processing and multi threading.
    Note: Online resource; Title from title screen (viewed January 5, 2021) , Mode of access: World Wide Web.
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    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...
    Note: Online resource; Title from title screen (viewed February 8, 2021) , Mode of access: World Wide Web.
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  • 5
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: With an eye to the future, many organizations have made the move to microservices as a means of decomposing monolithic legacy systems. But what does this move mean for delivering data? Join us to discover how understanding the intersection of software architecture and data can help you achieve new levels of velocity, agility, reliability, and efficiency. If you’re looking for ways to manage data as a software architect or developer, these sessions will help you learn what’s involved so you can chart a course toward a successful solution. About the Software Architecture Superstream Series: This six-part series of half-day online events focuses on the hottest topics in software architecture, giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. What you'll learn-and how you can apply it Explore the intersection of software architecture and data Understand how and when to decompose monolithic data Learn how to apply evolutionary practices to databases and how to apply database refactoring patterns to evolve the database design See what’s coming next with data mesh, the next-generation analytical data platform This Superstream is for you because... You’re a developer or architect who wants to understand the intersection of architecture and data. You’re currently looking for ways to deliver data to support your businesses goals. You want to become well-versed in the foundations and best practices of software architecture and data. Prerequisites: Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book) Take Software Architecture by Example (live online training course with Mark Richards and Neal Ford) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Take Microservice Fundamentals (live online training course with Sam Newman)
    Note: Online resource; Title from title screen (viewed January 25, 2021) , Mode of access: World Wide Web.
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074421
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A carefully tailored and structured course to make you an expert in Nmap in just 6.5 hours About This Video Gain a solid understanding of Nmap Learn modern techniques to map and scan the network Learn how to generate outputs and reports with WebMap In Detail Network scanning and enumeration have become an increasingly important aspect of penetration tests over the last couple of years. Organizations now have a complex network of assets storing sensitive and valuable data. To test the security posture of the organization, conducting effective network scanning and enumeration of the organization's network is mandatory. This course will help you become an expert in Nmap quickly and easily. The course starts by showing you the steps for setting up the working and then highlights the importance of Nmap for network scanning. Next, you will grasp the fundamental concepts of networking, such as port scanning, the Open Systems Interconnection (OSI) model, network layer, and transport layer. Moving along, you will learn how to discover hosts using pings and understand advanced scanning topics that will help you to set up your own virtual hacking lab. Next, you will learn techniques to detect and evade firewalls and become familiar with the Nmap Scripting Engine (NSE). Finally, you will find out the role of enumeration services, such as File Transfer Protocol (FTP), Simple Mail Transfer Protocol (SMTP), Doman Name System (DNS), HyperText Transfer Protocol (HTTP), Server Message Block (SMB), and MySQL in network scanning. By the end of this course, you will have all the key skills needed to use Nmap for penetration testing.
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    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.
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800565043
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Equip yourself with Linux skills and manage users, files, and directories from the Linux Shell confidently About This Video Learn about Linux networking and discover how it is used in the real world Gain a solid understanding of Linux files, directories, and permissions Learn how to write error-free and executable Linux shell scripts In Detail Do you want to understand how Linux works in the real world? From basic Linux commands to creating scripts, this course will teach you all. The course starts with an introduction to Linux, explaining its shell, terminal, and commands. You will also learn the process of installing Docker and creating a Linux container. Once the setup is ready, you will become familiar with the Linux processes and discover the role of data streams and piping. Moving along, you will learn how to manage files and directories and learn the common search operations used in Linux. Next, you will learn the techniques to compress and sort files and gain a good understanding of user management. Towards the end, you will learn to create executable scripts, grasp networking concepts, and get an overview of environment variables. By the end of this course, you will be able to perform basic and advanced Linux operations.
    Note: Online resource; Title from title screen (viewed January 21, 2021) , Mode of access: World Wide Web.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801078504
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 hr., 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Get ready to solve modern computing problems with data structures and algorithms About This Video Understand the fundamentals of data structures and algorithms Learn how to implement data structures and algorithms in the real world using Python Prepare for your job interview by getting acquainted with some common interview questions In Detail With the knowledge of data structures and algorithms at your fingertips, you can write efficient computer programs to solve real-world problems. This course will help you to get up and running with data structures and algorithms in no time. The course starts by explaining the concepts of complexity analysis and big O notation. Next, you will become familiar with the concepts of memory and logarithms. Moving along, you will get a solid understanding of data structure concepts, such as arrays, linked lists, stacks, queues, hash tables, trees, heaps, and graphs. Next, you will understand what recursion is and get to grips with a variety of basic and advanced algorithms, such as searching, sorting elementary, sorting advanced, tree traversal, and graph traversal. Towards the end, you will go through a set of interview questions that will enhance your knowledge of data structures and algorithms and prepare you for job interviews. By the end of this course, you will have gained exceptional knowledge of data structure and algorithms and will have developed skills to apply in the real world.
    Note: Online resource; Title from title screen (viewed January 28, 2021) , Mode of access: World Wide Web.
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 hr., 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: 20+ Hours of Video Instruction Overview CCNP Enterprise Advanced Routing ENARSI 300-410 Complete Video Course is a comprehensive training course that brings Cisco ENARSI exam topics to life, making learning these foundational networking topics easy and fun. Expert network engineers Brad Edgeworth and Brad Riapolov walk you through the full range of topics on the Cisco ENARSI exam, including Layer 3 routing, VPN technologies, infrastructure security, and infrastructure services. This unique product gives you the knowledge and skills you need to deploy and troubleshoot advanced routing technologies and services. It combines video instruction with live CLI configuration and troubleshooting demonstrations and provides you with hands-on lab activities. Practicing the lessons that you have learned with hands-on labs helps reinforce the concepts that are being taught. This course includes instructor-developed Cisco Modeling Labs (CML) topology files that correlate with the lab exercises that they demonstrate. This enables you to load the topology files into your CML instance and follow along with the instructor to ensure that you understand the concepts being taught. Note: To download the CML files, go to www.pearsonitcertification.com/title/9780136582892 and click the Downloads tab. The videos and exercises contained in this product provide more than 20 hours of instruction. Modules are divided into easy-to-digest lessons and sublessons. Designed to take you inside advanced routing concepts in a unique and interactive way, CCNP Enterprise Advanced Routing ENARSI 300-410 Complete Video Course is guaranteed to help you master the foundational networking topics that will help you succeed on the exam and on the job. About the Instructors Brad Edgeworth , CCIE No.31574 (R&S and SP), is a systems architect at Cisco Systems. Brad is a distinguished speaker at Cisco Live, where he has presented on various topics. Before joining Cisco, Brad worked as a network architect and consultant for various Fortune 500 companies. Brad’s expertise is based on enterprise and service provider environments, with an emphasis on architectural and operational simplicity. Brad holds a bachelor of arts degree in computer systems management from St. Edward’s University in Austin, Texas. Brad can be found on Twitter as BradEdgeworth. Brad Riapolov , CCIE No. 18921 (R&S), is a technical solutions architect at Cisco Systems. Before joining Cisco in 2008, Brad designe...
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    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.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Certified Database - Specialty Complete Video Course 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 February 10, 2021) , Mode of access: World Wide Web.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801075596
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Get to grips with big data technologies and work on real-world big data projects confidently About This Video Get a holistic picture of the big data ecosystem Become an expert in choosing big data technology as per the requirements Get ready to build end-to-end big data batch and streaming pipelines In Detail Do you want a guide that will help you to pick the right big data technology for your project? Or do you want to get a solid understanding of the big data architecture and pipelines? This course will help you out. After highlighting the course structure and learning objectives, the course will take you through the steps needed for setting up the environment. Next, you will understand the big data logical architecture, study the evolution of big data technologies, and explore big data pipelines. Moving along, you will become familiar with ingestion frameworks, such as Kafka, Flume, Nifi, and Sqoop. Next, you will learn about key storage frameworks, such as HDFS, HBase, Kudu, and Cassandra. Finally, you will go through the various data formats and uncover key data processing and data analysis frameworks. By the end of this course, you will have a good understanding of the big data architecture and technologies and will have developed the skills to build real-world big data pipelines.
    Note: Online resource; Title from title screen (viewed January 21, 2021) , Mode of access: World Wide Web.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and test.ai chief scientist Tariq King, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Tariq anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in artificial intelligence that are influencing architecture, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the uses of AI in your architecture What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Tariq King your questions around the synergy between architecture and AI. You want to better understand how AI will impact your business architecture. Prerequisites Come with your questions for Neal Ford and Tariq King Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Grokking Artificial Intelligence Algorithms (book) Read Building Event-Driven Microservices (book) Attend Software Architecture Superstream Series: Software Architecture Fundamentals (APAC) —March 18, 2021 Attend Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Attend Artificial Intelligence: AI for Business (live online training course with Alex Castrounis)
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
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  • 15
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801078368
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Prepare for the PgMP certification with this course and take your career in project management to the next level About This Video Gain the skills needed to pass the PgMP certification exam Get a solid understanding of the program management life cycle phases Learn how to plan and manage projects effectively in the real world In Detail The Program Management Professional (PgMP) accreditation from the Project Management Institute (PMI) is the subsequent stage after the Project Management Professional (PMP) certification and addresses the network of professionals who are answerable for the planned management of various undertakings that are in arrangement with authoritative decisions. This course will help you to learn everything that is needed to pass the PgMP Certification exam. The course starts with an overview of the PgMP certification exam. Next, you will cover the basic concepts of program management and learn its life cycle phases. Moving along, you will become familiar with concepts related to program strategy alignment, such as charter, environmental analysis, strategy, and program risk. Next, you will find out the benefits of program management and gain an understanding of program stakeholder engagement. Later, you will become familiar with program governance practices and program life cycle management. Finally, you will explore supporting processes, such as the program definition phase, program delivery phase, and program closure phase. By the end of this course, you will have all the knowledge needed to pass the PgMP certification course.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Serverless is a relatively nascent concept. Adoption is on the rise, but the promise of serverless remains elusive—as does a wide understanding of the different approaches to implementation. Although the benefits of serverless are clear, the question remains on where this new technology fits into your workflows and business processes. Join us for this edition of Meet the Expert with Patrick Hamann, software engineer, and Andrew Betts, head of developer relations at Fastly, to learn about the benefits of serverless computing. Patrick and Andrew will dive into the promises of and approaches to serverless, how to get started building edge native applications, and real-world examples of companies taking advantage of this technology. O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions. What you’ll learn and how you can apply it By the end of this live show, you’ll better understand: The promise of serverless Approaches to serverless computing (where is it done best?) Serverless use cases How you can start thinking about taking your first steps towards integrating this technology into your business This event is for you because… You want to learn about the fundamental shifts that are transforming the business landscape and customer needs. You want better visibility into emerging serverless technology and the ways it can be used. You want to drive your business digital transformation Prerequisites: Come with your questions for Tyler Have a pen and paper handy to capture notes, insights, and inspiration
    Note: Online resource; Title from title screen (viewed March 2, 2021) , Mode of access: World Wide Web.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484270479
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video dives into PolyBase - Microsoft's technology for data virtualization - and its ability to virtualize data from a variety of data sources into SQL Server 2019. In this video, you will learn how to configure SQL Server and PolyBase to connect to another SQL Server instance. You will also learn the differences between PolyBase and linked server connections. Next you will learn how to connect to additional data sources from SQL Server 2019, such as to Cosmos DB and PostgreSQL. You will see the configuration steps needed, as well as options available for retrieving data. From there, you will learn how to use statistics to assist the optimizer, obtain key query tuning tips, and implement a reference for loading a data warehouse using PolyBase. What You Will Learn Connect to remote instances of SQL Server, Cosmos DB, and PostgreSQL Contrast linked servers to PolyBase and learn when to choose which method Use statistics to assist the SQL Server optimizer in executing PolyBase queries Tune queries against external tables Load data from multiple external data sources into a data warehouse Who This Video Is For Data platform specialists who need to work on multiple data platforms, but want to use one unifying language to tie them together. Viewers should be familiar with SQL Server and the T-SQL language, but do not need prior experience with any other technologies. Viewers should have seen the first video in the series, PolyBase Concepts and Configuration.
    Note: Online resource; Title from title screen (viewed March 2, 2021) , Mode of access: World Wide Web.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and Sarah Wells, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Sarah anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in microservices that are influencing architecture right now, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the uses of a microservices architecture What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Sarah Wells your questions around working long-term with a microservices architecture. You’re looking for ways to use microservices to support your businesses goals. You want to become well-versed in the foundations and best practices of microservices. Prerequisites: Come with your questions for Neal Ford and Sarah Wells Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture Read Building Microservice, 2E Read Building Event-Driven Microservices
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
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  • 19
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 15+ Hours of Video Instruction The Cisco Certified DevNet Associate DEVASC 200-901 Complete Video Course correlates directly to the DEVASC 200-901 exam blueprint, which lays out the skills needed to operate within the current world of infrastructure automation and programmability, while also preparing them for a successful exam experience. The Cisco Certified DevNet Associate DEVASC 200-901 Complete Video Course is designed to allow people from both a networking and programming background to jump right in. Each of the 31 lessons directly maps to the exam blueprint and covers the core technologies and concepts needed for exam success. In addition, many of the labs and demonstrations will show you simple and practical uses of infrastructure programmability techniques. Whether you are preparing for the DEVASC 200-901 exam, or simply looking to expand your understanding of concepts and strategies for operating your infrastructure effectively in the ever-changing digital landscape, this course will provide practical tools and techniques to support your career and exam aspirations. Through theory overviews and hands-on demonstrations, Chris Jackson explains both the basics and intricacies of automation and programmability in an easy to understand way. Topics include: Module 1: Software Development and Design Module 2: Python Fundamentals for DEVASC Module 3: Understanding and Using APIs Module 4: Application Deployment and Security Module 5: Network Fundamentals Module 6: Infrastructure and Automation Module 7: Developing on Cisco Platforms About the Instructor Chris Jackson , CCIEx2 (RS, SEC) #6256, is a Distinguished Architect working in the Cisco Global Strategy Organization. He is also the author of Network Security Auditing (CiscoPress, 2010), CCNA Cloud CLDADM 210-455 Official Cert Guide (CiscoPress, 2016), and Cisco Certified DevNet Associate DEVASC 200-901 Official Cert Guide (CiscoPress, 2020). Chris is focused on DevOps, Security, Automation, Cloud, and helping Cisco and customers better leverage the business transformational aspects these technologies provide. He holds dual CCIEs in security and routing and switching, CISA, CISSP, ITIL v3, seven SANS certifications, and a bachelor's degree in business administration. Skill Level Beginner/Intermediate Learn How To Program Cisco infrastructure devices Implement DevOps automation Create a more agile and flexible IT environment Study and prepare for DEVASC exam success Who Sh...
    Note: Online resource; Title from title screen (viewed March 4, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801073271
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the process of full-stack web development from beginning to end About This Video Learn how to build the front-end of the blog using the power of Angular 11 and Bootstrap Become familiar with the process of building the API layer of the blog using ASP.NET Core Discover how SQL Server and SQL Server Management Studio are used to build a reliable back-end In Detail Do you want to learn how to build the back-end, Application Programming Interface (API), and front-end web application using full-stack technologies? This course will teach you the skills and give you the confidence to build a real-world blog from scratch using the full-stack technologies that are commonly used by Microsoft, Google, and Twitter. The course starts with an introduction to the technologies and libraries that you will use to build the blog. Next, you will set up the environment by installing SQL Server 2019, SQL Server Management Studio, Visual Studio Code, Git, Node.js, and Postman. Moving along, you will learn to prepare the blog outline by sketching out the needed pages and identifying standalone components, endpoints, and database actions. Next, you will build a solid back-end using Structured Query Language (SQL) for storing the blog content and discover the process of building the API layer using ASP.NET Core and Visual Studio. Towards the end, you will learn to build your blog’s front-end using Angular 11 and Bootstrap. By the end of this course, you will have developed all the essential skills needed to build a full-stack blogging web application from scratch.
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801071055
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create advanced CSS animations using transitions and transforms About This Video Create exciting 2D and 3D CSS animations Animate HTML elements using CSS clip-path Animate text using CSS animation In Detail With an ever-increasing number of commercial companies having a web presence, the importance of user experience has never been more paramount. Knowing and implementing CSS is thus a key tool in any front-end or web developer's toolkit. Starting from scratch, this course will help you master CSS animations, transitions, and transforms. The course starts with the CSS transition property, which is key to infusing life into any HTML webpage. The course then progresses to teach you how to implement CSS transforms, which is key to performing tasks such as moving elements around the page, scaling and rotating elements, and so on. The course then teaches you about transform functions that we can use in 2D and 3D environments. The final section of this course is dedicated to CSS Animation Creative Examples. Here, you will learn and implement various text animation effects such as floating, loading, and animated text. You will also create interesting animations such as driving a car and motorbike. Additionally, by implementing the concepts taught earlier in the course, you will also implement a Newton's Cradle animation. By the end of this course, you will create over 80 projects of varying complexities and will be equipped with essential CSS tools.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use no-code and low-code solutions to perform Natural Processing. In this video you walk through building a text based analysis using Python and Cloud Tools. You learn how to perform document similarity, visualize word clouds and use Amazon AI Tools. The techniques covered include: * Google Colab * Spacy * AWS Quicksite * AWS Comprehend * AWS Rekognition * NLTK * WordCloud * Pandas * Plotly * Github Finally, the course analyzes Hemingway books using popular off the shelf Python libraries. Follow along with the Github Resource: https://github.com/noahgift/exploratory-data-analysis
    Note: Online resource; Title from title screen (viewed February 20, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801075800
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to create stunning visualizations without writing code About This Video Detailed step-by-step walkthrough of creating data visualizations Create dashboards and stories in Tableau Define the granularity of data using the Level of Detail feature In Detail Visualizations provide us with a clearer understanding of data in a shorter span of time. They prove to be a powerful tool to make analyses and identify patterns. They also form an integral part of data storytelling by helping in creating narratives. Tableau's remarkable visualization capabilities make it a popular choice for data visualization. In this course, we will understand the capabilities of Tableau that makes it a popular software. Discover the basic tableau concepts and go over some basic charts that can be created easily using Tableau. We will then go over how we can create dashboards and stories to present contextual information of the data. Finally, we will learn some advanced features in Tableau, such as data modelling, controlling the granularity of the visualizations, and performing table calculations. By the end of the course, you will be able to use Tableau effectively and will be able to create sophisticated visualizations easily.
    Note: Online resource; Title from title screen (viewed March 25, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and security pro Aaron Bedra, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Aaron anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in security that are influencing architecture, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Understand how to build a culture of security compliance See what’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Aaron Bedra your questions around long-term cybersecurity and your architecture. You’re looking for ways to improve security to support your businesses goals. You want to learn about a holistic approach to security. Prerequisites Come with your questions for Neal Ford and Aaron Bedra Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Container Security (book) Read Practical Cloud Security (book) Attend the Software Architecture Superstream: Mastering Your Microservices Stack (May 19) Attend Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Watch Software Architecture Superstream Series: Domain-Driven Design and Event-Driven Microservices (recorded Superstream event, 3h 29m)
    Note: Online resource; Title from title screen (viewed April 1, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801072274
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn reinforcement learning from scratch. About This Video Gain an understanding of all theoretical concepts related to reinforcement learning Master learning models such as model-free learning, Q-learning, temporal difference learning Model the uncertainty of the environment, environment stochastic policies, and environment value functions In Detail Although introduced academically decades ago, the recent developments in the field of reinforcement learning have been phenomenal. Domains such as self-driving cars, natural language processing, healthcare industry, online recommender systems, and so on have already seen how RL-based AI agents can bring tremendous gains. This course will help you get started with reinforcement learning first by establishing the motivation for this field and then covering all the essential topics, such as Markov Decision Processes, policy and rewards, model-free learning, temporal difference learning, and so on. Each topic is accompanied by exercises and complementing analysis to help you gain practical and tangible coding skills. By the end of this course, not only will you have gained the necessary understanding to implement RL in your projects but also implemented an actual Frozenlake project using the OpenAI Gym toolkit.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Machine learning operations, or MLOps, is a set of processes that can help today’s organizations get value from data science by reducing friction throughout pipelines and workflows. However, implementing MLOps is easier said than done because it touches so many teams, people, and processes across the organization — it’s larger than just model monitoring in production. Through his experience working with global organizations on governance and MLOps topics, Mark will outline the key components of a robust (and successful) MLOps strategy. O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions. This event is for you because… You want to design MLOps systems that minimize risks across the organization. You want to get more value out of data science by implementing MLOps processes. Prerequisites: Come with your questions for Mark Treveil Have a pen and paper handy to capture notes, insights, and inspiration
    Note: Online resource; Title from title screen (viewed April 8, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801070386
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn modern JavaScript concepts such as let, const, forEach functions, fat arrow functions, and more About This Video Learn JavaScript fundamentals, especially if you’ve never written JavaScript code before Learn all the modern JavaScript concepts such as template literals, let, const, and more Put everything you learned to test by building an interactive project at the end of the course In Detail Despite the deluge of new coding languages over the years, JavaScript continues to dominate the web. The language is a staple in most of the front-ends; if not vanilla JavaScript, you won’t be surprised to find one of its derivatives on the next website you visit. This ubiquity makes JavaScript a sought-after skill. This course is designed to teach you that skill from scratch. You’ll begin by learning how to set up your coding playground and then gain some familiarity with the JavaScript syntax. Once you’ve gotten your hands dirty, you’ll discover how to store data in variables, comment out your code, and do more with your variables by learning about operators. Next, you’ll learn about data structures and conditional statements, further shoring up your JavaScript skills. By learning about the Document Object Model (The DOM), you will be able to change the elements of a webpage and add interactivity to it. You’ll also learn to work with strings and arrays, and then, to make your code concise, learn how to write your own functions. Toward the end of the course, you’ll work on a final project wherein you’ll get to use all these skills together. By completing this course, not only will you have a solid understanding of modern JavaScript language, you’ll also be able to use it to create engaging, interactive webpages.
    Note: Online resource; Title from title screen (viewed March 30, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787782907
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn about ISO 27001 best practice and find out how to achieve compliance with the Standard at your own pace. This self-paced online course provides a complete introduction to the key elements required to achieve compliance, including: • Understanding management system documentation and the requirements of ISO 27001. • Planning, scoping, and communication throughout your ISO 27001 project. • The key steps involved in an ISO 27001 risk assessment. What does this training course cover? • An overview of available standards and management system documentation. • The benefits of ISMS certification. • An overview of ISO 27001 and its application. • Key elements of ISMS implementation project planning. • The core elements of an ISMS. • The key steps of an ISO 27001 risk assessment. • An overview of the ISO 27001 Annex A controls. Exam If you would like to purchase the exam please use the following link - https://www.itgovernance.co.uk/shop/product/certified-iso-27001-isms-foundation-cis-f-exam-voucher
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801078795
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn data visualization from scratch About This Video Learn data manipulation and visualization from scratch Master various Python libraries such as NumPy, Pandas, Matplotlib, and so on Create interactive, insightful visualizations In Detail Data visualization has gained a lot of traction resulting from an increased focus on data analytics. To be a successful data scientist, data manipulation and wrangling is not enough. Visualizing data to garner insights is an equally important tool in the data science toolkit. Given the myriad types of data that exist, visualization has become an increasingly important topic. This course will equip you with all the skills you need to successfully create insightful visualizations. The course first starts with the fundamentals of Python. Then, the course teaches you how to use libraries such as NumPy, Pandas, Matplotlib, Seaborn, Bokeh, and so on. Additionally, you will learn data manipulation, which is the step prior to visualization. You will also learn how to plot geographical data using Folium. Each module in the course has practical hands-on mini projects. Hence, you not only learn the theoretical fundamentals of visualizations but also gain essential practical skills. With over 12 hours of content, this is one of the most comprehensive courses you will be doing on data visualization in Python.
    Note: Online resource; Title from title screen (viewed March 26, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 11+ Hours of Video Instruction Core Java Data Types LiveLessons is designed to address some of the core data types of the Java Standard Edition and with them the declaration, initialization, and scope of variables by using whiteboard diagrams, detailed explanations, and lots of code examples to focus on building understanding syntax, semantics, and higher concepts. Overview Core Java Data Types LiveLessons , taught by Java expert Simon Roberts, is designed to address some of the core data types of the Java Standard Edition. In more than 11 hours of video lessons, Simon uses whiteboard diagrams, detailed explanations, and lots of code examples to dig in to data types, and with them the declaration, initialization, and scope of variables. He has focused this course on building understanding of syntax, semantics, and higher concepts without rehashing the more basic concepts. The course was planned with the seasoned programmer in mind but should be accessible to the less-experienced programmer too, and it strives to strengthen the learner’s skill base. The topics covered include Module 1: Understanding Declarations and Primitive Data Types Module 2: Working with Core Text Representations Module 3: Representing Numbers as Objects Module 4: Working with Java Arrays Module 5: Working with Date and Time Module 6: Working with List Types About the Instructor Simon Roberts started his computing career as a programmer in the early 1980s and built several of his own microprocessor-based computers. He joined Sun Microsystems, Inc. in mid-1995 and almost immediately became the lead Java instructor in the United Kingdom. In 1998 Simon moved to Colorado, where he still lives. While at Sun, he created the Sun Certified Programmer, Developer, and Architect certifications and worked in teams on several other certifications. He wrote three books on Java, including two certification study guides: one covering the Programmer and Developer exams, and one covering the Architect exam. He left Sun in 2004 and became an independent instructor, architect, and software engineer. Skill Level Intermediate/Advanced Learn How To Understand declarations and primitive data types Work with core text representations Work with Java arrays Work with date and time Work with list types Who Should Take This Course Programmers working to build their understanding of syntax, semantics, and higher concepts and strengthen their skill base and grasp of the details o...
    Note: Online resource; Title from title screen (viewed April 5, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9+ Hours of Video Instruction More than nine hours of video instruction that includes explanations and demonstrations to prepare you to take the Cisco CyberOps Associate CBROPS 200-201 certification exam. Overview Cisco CyberOps Associate CBROPS 200-201 Complete Video Course prepares learners to take the CBROPS 200-201 exam. The course starts with the basics of security, including the CIA Triad, various security deployments, threat intelligence, malware, and analysis tools. It then details the various types of attacks and vulnerabilities, and the fundamentals of cryptography and PKI. After a foundation of cybersecurity fundamentals is laid, the course explores security monitoring and data normalization, including the 5-tuple correlation, as well as DNS, web log, deterministic, and probabilistic analysis. It then introduces NetFlow as it specifically applies to cybersecurity and incident response, as well as its various analysis tools. You will learn how to identify the different intrusion event categories and understand the MITRE ATT&CK Framework. The course then gets into the details of digital forensics, including types of evidence and the chain of custody. There are lessons explaining host-based forensics of Windows, Linux, and Mac OSX, as well as a discussion of endpoint security technologies. The course then moves into network intrusion analysis and the various ways to determine whether your system has been attacked before finishing up with “Security Policies and Procedures,” and the fundamentals of incident response. Through detailed exploration, configuration demos, and troubleshooting implementations, this course methodically guides you through the key topics in the exam. Taught by best-selling authors Omar Santos and Ron Taylor, the Cisco CyberOps Associate CBROPS 200-201 Complete Video Course provides full coverage of the certification, so you have the knowledge you need to study for an pass the exam. Major topics include: Security Concepts Security Monitoring Host-based Analysis Network Intrusion Analysis Security Policies and Procedures About the Instructors Omar Santos is a principal engineer in the Cisco Product Security Incident Response Team (PSIRT) within Cisco’s Security Research and Operations. He mentors and leads engineers and incident managers during the investigation and resolution of security vulnerabilities in all Cisco products, including cloud services. Omar has been working with information technology a...
    Note: Online resource; Title from title screen (viewed March 16, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn some counter-intuitive ways to think about programming as a beginner. It is ok to feel stupid, it means you are on the right path! Topics include: * Failure is good * The goal of programming is to reduce complexity * Automation is a requirement * Continuously Improve your code * Embrace Automation and Monitoring
    Note: Online resource; Title from title screen (viewed April 17, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enhance testing Python projects by adding Tox, a testing management tool that can easily create test matrices. In this video course, learn how to use different functional test strategies and expand basic unit testing by combining different software versions. Topics include: * Use Pytest for fast verification of unit tests * Detect missing dependencies that can get packaged and released even when tests are passing * Build a test matrix by adding factors and combinatorial versions by leveraging Tox to avoid boilerplate configuration * Use different Python versions to test the same code
    Note: Online resource; Title from title screen (viewed March 18, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to build Machine Learning solutions without writing any code with CreateML from Apple. Topics include: * Computer Vision * Image Classification * OS X * Apple * Core ML
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Go is now over a decade old, but that doesn’t mean it’s showing its age. As open source projects across industries have adopted Go, the language has continued to grow and change to meet their needs. Recent and forthcoming additions to the language, such as generics and modules, will alter Go programming dramatically. What do these developments mean for adoption? (Why, for example, is Go the language chosen by so many CNCF projects?) And what features do expert Go developers see as the backbone of the future of programming? Join us to hear expert insight into how the Go language is changing open source development, what makes it right for so many open source projects, and how developers can use Go’s unique new features to build secure, reliable, and efficient applications. About the OSCON Superstream Series: Each day in the four-part OSCON Superstream Series covers a different programming language and its ecosystem, with unique sessions including keynotes from language luminaries, debates on controversial topics, and hands-on coding talks. And they’re packed with insights from innovators and the latest tools and technologies to help you stay ahead of it all. What you'll learn-and how you can apply it Learn how best to approach using generics in Go code Discover how to extend Go applications Understand techniques for working in someone else’s codebase Find out what to do when concurrency goes wrong in your Go applications This Superstream is for you because... You’re a Go developer who wants to learn how newer features such as generics will affect your code and applications. You’re a software developer interested in learning more about Go as a language for developing tools, web services, or working with distributed systems. You’re an engineer, developer, or DevOps specialist looking to understand how Go is shaping observability and container management. Prerequisites Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Take Introduction to the Go Programming Language (live online training course with Jay McGavren) Explore Understand Go (expert playlist by Jay McGavren) Read Head First Go (book) Read Concurrency in Go (book) Read Learning Go (early release book) Read Cloud Native Go (early release book) Read The Go Programming Language (book) Play in the interactive Go Sandbox
    Note: Online resource; Title from title screen (viewed April 29, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Artificial intelligence and machine learning have at least one thing in common with traditional software systems: they fail. AI failures might consist of discriminatory behavior, privacy violations, or even security breaches that can lead to lawsuits, regulatory fines, and more. So what can organizations do to avoid these pitfalls? In this Meet the Expert with Andrew Burt and Patrick Hall—the cofounders of bnh.ai, a boutique law firm focused on AI and analytics—learn how to prevent the inevitable failures in your ML systems from spiraling into full-blown AI incidents. As you explore a new approach to incident response specifically tailored to AI, you’ll learn when and why AI creates liability for the organizations that employ it and how those organizations should react when their AI causes major problems. Recorded on May 13, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sometimes scraping is the only way to extract meaningful data when there are no options like an accessible API. Parsing raw HTML can be intimidating and full of failures if you aren't used to existing tooling that can help you parse faster and more efficiently. In this video, learn all the basics including some advanced techniques to parse HTML and extract data with the Scrapy library in Python. k Topics include: * Install, configure, and create a new project with Scrapy, a powerful scraping library written in Python * See what is required to start parsing a website, including looking at raw HTML, tags, and CSS. * Identify data to create a dataset or datasets to perform data science analysis later * Capture parsed data and save it in different formats locally * Ultra fast scraping techniques by using the filesystem directly A few resources that are helpful if you are trying to do scraping, some of them covered in the course: * Scrapy Library * Scrapy Getting started tutorial
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use Google AutoML Vision to train models with out writing code. Topics include: * Google AutoML Vision with Corel.AI * Core ML * Tensorflow Lite * Edge Inference * MLOps for Edge Computer Vision
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484271940
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to optimize the performance of your SQL Server backups using data science techniques. Microsoft provides default backup settings which work but which are decidedly sub-optimal against large databases. This video shows what these settings are, explains their defaults, and educates you on the available values that provide you room in which to optimize your backup times. The end game is that you’ll be able to optimize your backups and be confident that you’ve optimized to the extent that’s possible given your specific environment. After an introduction to the available settings, you’ll learn a method built for tuning your backup settings to provide faster backups and shorter maintenance windows in your own environment. That method includes knowing how to sample timing data and other statistics, and how to apply data science techniques by which to understand your findings and to implement your findings in two of the most popular, community-based backup tools: MinionWare's Minion Backup and Ola Hallengren's SQL Server Maintenance Solution. You’ll be able to confidently schedule maintenance windows and to defend those schedules to management using the data that this video helps you to collect. What You Will Learn Know the key settings that control SQL Server backup performance Create database backup statements using these key settings Use sampling within PowerShell to test performance of different settings Create models using algorithms such as random forest for statistical learning Analyze the results of these models using evolutionary programming techniques Implement the results using free, community-based backup solutions Who This Video Is For Database administrators who wish to minimize the size of their backup windows and those wanting to get their backups done in the least-possible time. Viewers should be familiar with SQL Server and the T-SQL language. The video will also include PowerShell and R, so familiarity with either of these languages is nice but not required.
    Note: Online resource; Title from title screen (viewed June 9, 2021) , Mode of access: World Wide Web.
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  • 40
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: It seems like everyone is selling “observability” these days. And companies are buying! But for many software organizations, the cost of observability is growing much more quickly than the benefits it delivers. In this Meet the Expert, Ben Sigelman draws on his experiences building out the core observability functions at Google, cocreating and shepherding both OpenTelemetry and OpenTracing. Working in the field as Lightstep’s founder and CEO, Ben examines why the current ROI for observability is lacking. You’ll learn the critical distinction between observability and telemetry, explore the fundamental cost structures underlying each, and discover how to reframe observability to make some of the most powerful and transformative benefits accessible to the entire organization—not just the experts. Recorded on May 25, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed May 25, 2021) , Mode of access: World Wide Web.
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  • 41
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801819961
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enhance your skills with comprehensive knowledge on Power BI Desktop, Power BI Online, and the required hands-on experience to solve real-time industry-based Power BI projects About This Video Create, share, collaborate, and benefit from business information with purpose-built dashboards Create compelling reports and visualizations, derive real-time insights, and deploy it on demand Form relationships in your data model and learn data visualization best practices In Detail Power BI is a business intelligence tool by Microsoft that provides analytics services. It provides interactive dashboards and visualizations with self-service business intelligence capabilities, where end users can create reports and dashboards by themselves without having to depend on anyone else, as Power BI’s artificial intelligence is there to help you out. Power BI provides cloud-based BI services, known as Power BI Services, along with a desktop-based interface called Power BI Desktop. It offers data modeling capabilities along with data preparation, data discovery, and interactive dashboards. In this course, you will gain an understanding of the concept and working of Power BI Desktop and Power BI online services. You’ll start with learning how to connect Power BI to different data sources. Then you’ll be able to transform your data using Power Query and create data models. After this, you’ll also level up your data analysis skills using DAX and create calculated columns and measures. With the help of reports and visualization in Power BI, you’ll be able to present your data in an efficient and interactive way. And lastly, you’ll learn how to publish your reports and dashboards to the Power BI online service. By the end of this course, you’ll be able to excel at your career as a business intelligence and data analyst professional.
    Note: Online resource; Title from title screen (viewed May 25, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The path to implementing Kubernetes to build and deploy applications isn’t always evident. After all, different orgs have different needs. Get some clarity and learn how to make the most of all that Kubernetes offers—from what to expect in your first few weeks to detailed war stories from the front lines to extending Kubernetes’s functionality with operators and more.
    Note: Online resource; Title from title screen (viewed May 26, 2021) , Mode of access: World Wide Web.
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  • 43
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Welcome to O’Reilly online learning—and on-demand access to a world of answers. Check out these quick videos to learn about the features and unique content you should explore first
    Note: Online resource; Title from title screen (viewed May 8, 2021) , Mode of access: World Wide Web.
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  • 44
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801077897
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn intermediate Android concepts such as content providers, services, broadcast receivers, room database, and WorkManager API About This Video Build a strong foundation in intermediate Android development Fully and deeply understand how activities and fragments work Build solid, robust Android applications using Android development best practices In Detail Android app development will open many doors for you since Android is the most popular operating system in the world. Many courses focus on the basics of Android development, which is great for the beginner; however, at some point in your journey, you’ll find yourself needing more intermediate to advanced Android topics. This is the course you’ve been looking for! The course is structured in such a way to improve your knowledge retention—by having a lot of hands-on projects. Each section in this course will give you an opportunity to practice and build something meaningful that will aid your understanding of intermediate Android development even further. There are quizzes, assignments, and challenges as well. If you are looking for a course that takes your pre-existing Android knowledge to the next level, then this is definitely the course for you. By the end of this course, you will be able to build a strong foundation in intermediate Android development and become an intermediate to advanced Android developer.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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  • 45
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074247
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basic and advanced concepts of ASP.NET Core MVC (.NET 5) by building two applications and developing them on Microsoft Azure and IIS About This Video Learn new and advanced topics in ASP.NET MVC Core Build a Razor app with CRUD operations using the Entity framework for integration with the database Deploy our project website on Microsoft Azure and IIS In Detail This is a beginner to an advanced-level course on .NET 5 that will take you from basics all the way to advanced mode. This course is for anyone who is new to ASP.NET Core or who is familiar with ASP.NET and wants to take the first stab at understanding what is different in ASP.NET Core. From there, we will build multiple projects to understand all the concepts in .NET 5 as we deploy our final application on Azure as well as IIS. Throughout this course, we will understand the evolution of ASP.NET Core, and then take a look at the modified files and folder structure. We will then take a look at new concepts in ASP.NET Core. We will build a small Razor application with CRUD operations using the Entity framework for integration with the database. We will build our Bulky Book website where we will learn advanced topics in ASP.NET MVC Core. Finally, we will deploy our Bulky Book website on Microsoft Azure and IIS. By the end of the course, you will be able to build your own application using ASP.NET Core MVC, Entity Framework Core, and ASP.NET Core Identity.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
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  • 46
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801818599
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basics of Scrum and the Scrum lifecycle, how to organize a Scrum team and set up a project, and how to implement a Scrum, from releases and sprints to enterprise transformation. About This Video Get into the shoes of the Scrum team and understand what their role is Cover topics of the three Scrum Artifacts: product backlog, sprint backlog, and increment Quickly get to grips with Scrum and Agile with a clear explanation of the concepts In Detail Scrum is a framework within which the product owner, scrum master, and development team members can address complex adaptive problems, while productively and creatively delivering products of the highest possible value. In this course, you will gain a good understanding of the basics of Scrum before progressing to more advanced topics. You will learn about Scrum Team, various Scrum Events and Artifacts, and how these come together in a successful project. You will learn the advantage and disadvantages of Scrum so you can use the right practices and tools for your project. The course also covers key Agile concepts such as Burndown charts, which are useful to predict when work will be done; Minimum Viable Product (MVP) and how to use this technique to introduce new products to the market; estimation techniques to complete priority work; as well as velocity techniques to plan sprints and track team performance. By the end of the course, you will be familiar with Scrum and Agile as a proven method of project management, and be able to apply the same to your projects. You will also be one step closer to pursuing professional scrum certifications such as Professional Scrum Master and Professional Scrum Product Owner™, as well as many other official Scrum certifications.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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  • 47
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Red Hat Certified Specialist in Containers and Kubernetes Complete Video Course: Red Hat EX180
    Note: Online resource; Title from title screen (viewed July 7, 2021) , Mode of access: World Wide Web.
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  • 48
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801819381
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use the R programming language and RStudio to visualize real weather data About This Video Visualize data with R using real weather data downloaded from the US National Weather Service Create a trend line with a linear model function Create scatter plot graphs from temperature data In Detail Welcome to How to Visualize Data with R. In this course, You’ll learn how to use the R programming language and RStudio to visualize data. Elisabeth will take you through building a visualization using data downloaded from the US National Weather Service. You’ll learn how to use R to read data from a CSV file, inspect and understand data and data frames, and use the plot() and ggplot() functions to create data visualizations. Along the way, you’ll learn from the ground up how to use R and RStudio, including how to create and run an R script, basic R data types and values, how to create a scatter plot graph, how linear regression works, and how to install and use an R package. At the end of the course, you’ll have completed a data visualization of the weather data and have some new skills you can apply to your own data too.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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  • 49
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074360
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Do more with the G Suite applications with the power of scripting About This Video Loaded with 100+ Google Apps Script code examples Build add-ons to extend Google Docs, Sheets, Slides, and Forms Learn to publish web apps—either standalone or embedded in Google sites In Detail Google Apps Script is a rapid application development platform that makes it fast and easy to integrate business applications with Google Workspace. This is a complete hands-on course, loaded with 100s of Google Apps Script coding examples to do amazing things with Google G Suite and sample projects to create advanced functionality with Google apps and Google services. Boost workflow efficiency when working with Google Workspace by automating or streamlining tasks and connect to non-Google services within Google Workspace applications, allowing us to retrieve or upload data from those services into and from Google Workspace. Explore how to deploy your Apps Script project as an add-on extending Google Workspace. In this course, we will explore how to create and release functionalities within our G Suite apps. We’ll add custom menus, dialogs, and sidebars to Google Docs, Sheets, and Forms; publish web apps—either standalone or embedded in Google sites; create customized user interfaces that are directly integrated into Google Workspace applications. By the end of this course, you will become an expert in Google Apps Script.
    Note: Online resource; Title from title screen (viewed June 24, 2021) , Mode of access: World Wide Web.
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  • 50
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    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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  • 51
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 21+ Hours of Video Instruction Overview CCNP Data Center ACI Implementation DCACI 300-620 (DCACI) Complete Video Course is a unique video course that provides a solid understanding of ACI Data Center technologies as well as the CCNP Data Center DCACI exam. This complete video course is a comprehensive guide for individuals who are pursuing the Cisco CCNP Data Center certification with a focus on ACI. Beyond preparing viewers for exam success, this course has also been organized for networking professionals who want to learn the skills necessary for designing, configuring, and troubleshooting data center networks using Cisco ACI. This course does assume CCNA-level knowledge. The course is presented by Ammar Ahmadi, who has been working with ACI fabrics for almost a decade. Ammar provides demonstrations and walk-throughs while imparting all information necessary for exam success. Topics include Module 1: From Introduction to Initialization Module 2: ACI Fundamentals Module 3: External Connectivity Module 4: Integrations Module 5: Management and Monitoring Module 6: ACI Anywhere Module 7: Exam Preparation and Continuous Learning About the Instructor Ammar Ahmadi, CCIE DC No. 50928 , has more than 8 years of experience in data center design, implementation, optimization, and troubleshooting. He currently consults for Cisco Gold partner AHEAD LLC, where he has been designing and supporting large-scale ACI fabrics since the early days of ACI. Occasionally, he breaks from design work to produce network modernization roadmaps or demonstrate the possibilities of software-defined networking (SDN) to customers. Ammar also owns and operates Networks Reimagined LLC, which focuses on SDN enablement and training. He can be reached at ammar.ahmadinetworksreimagined.com. Skill Level Beginner/Intermediate Learn How To Prepare for the DCACI 300-620 Certification Exam Deploy and manage the Cisco Nexus 9000 series switches in Cisco Application Centric Infrastructure (Cisco ACI) mode Configure and manage Cisco Nexus 9000 series switches in ACI mode Connect the Cisco ACI fabric to external networks and services Navigate the fundamentals of Virtual Machine Manager (VMM) integration Implement key capabilities such as fabric discover, policies, connectivity, VMM integration, and more Who Should Take This Course This Complete Video Course (CVC) serves as a comprehensive guide for individuals who are pursuing the Cisco CCNP Data Center certificatio...
    Note: Online resource; Title from title screen (viewed June 30, 2021) , Mode of access: World Wide Web.
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  • 52
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to AWS Sagemaker Autopilot from zero and deploy a model to production.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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  • 53
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801810012
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The most practical WebRTC course on the Internet. Master this technology of the future by making two real-world apps About This Video Understand what WebRTC is and how it works Build two practical WebRTC applications (a real-time chat app and a video chat application) Use WebSockets and Signaling Server while building the applications In Detail WebRTC is one of the most revolutionary technologies of the present. It is widely used in popular applications such as Discord, Zoom, and Google Meet. The use cases of WebRTC go beyond communication as it is also behind gaming consoles such as Google Stadia, and can be used for untapped use cases such as peer-peer file sharing. WebRTC is not just the present, it is also the future as we shift more and more towards cloud infrastructure. The true potential of WebRTC is limited primarily due to the lack of knowledge around the subject. WebRTC is a culmination of the development of Internet technology over the last 20 years. It uses several protocols, which makes it a complex technology to learn. The goal of this course is to smoothen this learning curve while not losing focus on the concepts that make it such a powerful technology. This is a very practical-oriented course. We learn what is WebRTC, why it is important, how it works, and cover the different protocols used in WebRTC. Followed by building two real-world applications: a real-time chat application as well as a video chat application. By the end of this course, you will be able to work with WebRTC and build your own application.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801811217
    Language: English
    Pages: 1 online resource (1 video file, approximately 17 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: This course covers Primavera P6 Version 8 to Version 20 and explains the differences between the versions About This Video Workshop at the end of every section to reinforce learning Learn project planning and control using Oracle Primavera P6 PPM Professional tool from scratch Advanced features including import/export, activity codes, custom data fields, and global change In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, and collaboration and control capabilities, and integrates with other enterprise software such as Oracle and SAP’s ERP systems. This course aims to teach students how to use Primavera Project Manager P6 PPM Professional to plan and control their projects efficiently. You will start with getting introduced to the user interface and how to plan projects without resources in Oracle Primavera Project Manager P6 PPM Professional. Then, you will understand filters, layouts, and printing. You will also learn about baselines and updating an unresourced project. You will be creating and assigning roles and resources and controlling projects with resources and costs. Post that, you will be setting up and administering a database. Finally, you will look at the advanced features including import/export, activity codes, custom data fields, and global change. By the end of the course, you will successfully learn how to use Primavera Project Manager P6 PPM Professional Client to plan and control your project efficiently.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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  • 55
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803232447
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn about cloud and cloud models and see what Gartner has to say about cloud providers. About This Video Learn the cloud models and evolution of cloud Learn about managing Azure with CLI Explore the five key characteristics of cloud computing In Detail This course is designed to clear up the many misunderstandings about cloud computing and to give you a crystal clear and easy-to-understand explanation of exactly what it is, how it works, the different options available, the advantages provided, and how much it’s going to cost. We will have practical examples that you can follow along yourself, so you’ll understand exactly how cloud computing works in the real world. We will start off with a review in Module 1 of the traditional deployment models of On Premises and Colo so you can understand how cloud changes things, then explain how server virtualization revolutionized data center design and paved the way for the cloud. You will also understand cloud computing by listing the essential characteristics of cloud services. You’ll learn about the cloud service models of IaaS, PaaS, and SaaS. The cloud deployment models of public cloud, private cloud, hybrid cloud, and community cloud are also covered.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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  • 56
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803242873
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This course covers Primavera P6 Version 8 to Version 20 and explains the differences between the versions About This Video Workshop on navigating around the windows, creating your project, and maintaining the calendars Workshop on creating the Work Breakdown Structure, adding activities, and formatting the bar chart Workshop on adding relationships, scheduling calculations and activity network view, and constraints In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, and collaboration and control capabilities, and integrates with other enterprise software such as Oracle and SAP's ERP systems. This course aims to teach students the user interface and how to plan projects without resources on Oracle Primavera Project Manager P6 PPM Professional tool. You will start with getting introduced to Oracle Primavera Project Manager P6 PPM Professional. Then, you will understand how to create a new project and plan it simultaneously in the Primavera tool. You will also define calendars and create a Primavera Project WBS (Work Breakdown Structure). You will then learn about adding activities and organizing under the Work Breakdown Structure. Post that, you will be formatting the display and adding relationships. Finally, you will look at the activity network view and constraints in detail. By the end of the course, you will successfully learn planning without resources using the Primavera Project Manager P6 PPM Professional tool.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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  • 57
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484273531
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create your own collection of Lookup Tables (LUTs) for Photoshop and video rather than buying from a third party. This video will explain what a Look or Lumetri LUT is, how to create these tables from adjustment layers and apply them successfully as a new single adjustment layer in Photoshop, or reuse them in Adobe Media Encoder for short video clips. The tutorial starts with an overview of LUTs, its history, usage, kinds, color modes, file formats and what Adobe programs use or can create LUTs. You will also find out why you should create your own LUTs. Next, you will learn about best practices when creating a LUT and how to group the adjustment layers correctly as well as look at how you can apply your LUT as a color lookup adjustment layer in Photoshop and further modifications and settings you can apply to that adjustment layer. Finally, you will learn to apply your LUT file to a video clip or stitched clips in Media Encoder. You will also find some advice on where to store your LUT files to maintain the same linkage. What You Will Learn Learn to create your own LUTs How these same files can be reused for video Learn how LUTs can be reused from Photoshop Projects Who This Book is For Graphic artists who may have only beginner experience in how to create LUTs and how to use them in videos.
    Note: Online resource; Title from title screen (viewed August 6, 2021) , Mode of access: World Wide Web.
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  • 58
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484271537
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 2 of the series – focuses on coding practices at the ‘modular scale’, i.e. at the level of organisational building blocks such as subroutines and classes. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional experience.
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
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  • 59
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074803
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the fundamentals of Alteryx for data cleaning and data preparation. About This Video Grasp the fundamentals of Alteryx Clean and prepare data in Alteryx Derive insights from your data In Detail Alteryx is a data preparation and cleaning tool used mainly by data scientists to clean and prepare data. Its effectiveness lies in its user-friendly interface and variety of tools that can be used for data analysis. In this course, you'll learn the fundamentals of Alteryx and work on preparing and deriving insights from your data. You'll begin by getting an introduction to Alteryx and learn how to get your data into Alteryx. You'll learn how Alteryx cleans data in an efficient way, and how to use this to your advantage. You'll use tools such as 'union' and 'replace' to combine and clean your data, 'cross tab' and 'transpose' to pivot your data, and a host of additional useful tools to learn the dynamics of Alteryx. You'll also work on a case study to cement your knowledge of Alteryx. By the end of this course, you'll be a confident data scientist with the knowledge of Alteryx to clean and prepare your data in the best way possible.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Apply DevOps principles to Jenkins by automating tasks using the Jenkins API with Python. Create a powerful command-line tool with the Click framework to harness the API and trigger remote jobs with a simple invocation. Using code (and Python in this case) to automate frequent tasks is an import DevOps principle that you should apply whenever possible. Some of the concepts in this video are covered in the Python For DevOps book. Learn how to identify core concepts when trying to automate something like Jenkins, like identifying the API access, authorization, and the possibility of finding a helper library to make things easier. your Machine Learning model by following core best-practices of MLOps. Topics include: * Setup a main Jenkins instance with Docker, using the official Jenkins LTS image. * Create a user with an API token, so that it is authorized to operate Jenkins. * Use a Jupyter notebook to try out the API using Python and figure out concepts that can be applied later * Create a command-line tool using the Click framework to quickly trigger Jenkins jobs. Useful links: * Jenkins LTS Docker image documentation * Official Jenkins LTS Docker image * Python-Jenkins library documentation * Python-Jenkins Library * Python for DevOps Book
    Note: Online resource; Title from title screen (viewed August 2, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : EC-Council | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Tableau is one of the most powerful, easy use and widely accepted data analysis and visualization tools that do not provide handy data explanatory analysis capabilities but also provides a developer-friendly drag and drop interface to easily visualize your key findings. This course explains right from the scratch, starting from downloading and installing your own copy of Tableau Desktop to developing, formatting and publishing your dashboard to Tableau Public. In this course, we will walk together from the start point till the end, by understanding each concept till its roots, starting from connecting your data source then manipulating the same to achieve the desired results. Later, we will bring forward the data-driven Insights and understanding key Tableau concepts & Calculations. Finally, we will be creating a dashboard, to sum up, all. Upon finishing this course, you'll be a highly proficient Tableau user. You will not only learn how tableau works but also you will be able to understand “Why it works the way it works”. You’ll be able to use your skills as a data analyst to extract relevant insights out of data by analysing & visualizing the same into useful KPI’s and presentable Tableau Dashboards.
    Note: Online resource; Title from title screen (viewed March 31, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pearson | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 2 min.)
    Edition: 1st 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. 5+ Hours of Video Instruction Overview Times Series Analysis for Everyone LiveLessons covers the fundamental ideas and techniques for the analysis of time series data. This course introduces you to the basic concepts, ideas, and algorithms necessary to develop your own time series applications in a step-by-step and intuitive fashion. The lessons follow a gradual progression, from the more specific to the more abstract, taking you from the very basics to some of the most recent and sophisticated algorithms. About the Instructor Bruno Goncalves is a senior data scientist in the area of complex systems, human behavior, and finance. He has been programming in Python since 2005. For more than ten years, his work has focused on analyzing large-scale social media datasets for the temporal analysis of social behavior. Skill Level Intermediate Learn How To Use Pandas for time series Create visualizations of time series Transform time series data Apply Fourier analysis Utilize time series correlations Understand random walk models Explore and fit ARIMA models Explore and fit ARCH models Integrate machine learning into time series analysis Integrate deep learning into time series analysis Who Should Take This Course Data scientists with an interest in time series data analysis Course Requirements Basic algebra, calculus, and statistics and programming experience Lesson Descriptions Lesson 1: Pandas for Time Series Pandas was originally developed for financial applications. As such, it was developed with time series support from day one. In this lesson we review some of the fundamental features of pandas that we use in the remainder of the course. Lesson 2: Visualizing Time Series Modeling Visualization is a fundamental first step when exploring and understanding a new dataset. Here we visualize and highlight important features of the example time series we will analyze in detail. Lesson 3: Stationarity and Trending Behavior Time series can exhibit characteristic types of behavior, such as trends, seasonal, and cyclical patterns. In this lesson you learn how to identify each of these behaviors and to remove them...
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803243115
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Begin your journey in the field of cloud storage in Microsoft Azure with this complete guide. This course is a one-stop-shop to gain this necessary and in-demand skill from scratch to advance your career in cloud computing or services. About This Video Demonstration of the importance of Azure PowerShell and real-world scenarios to help you master Azure Learn how to automate your boring and repetitive work using simple PowerShell tiny scripts Engaging explanation of Azure concepts and regular test-your-knowledge exercises within lectures In Detail Azure PowerShell (PowerShell + Az Module) is a set of cmdlets to manage Azure resources directly from the PowerShell command line. Azure PowerShell is designed to make it easy to learn and get started with managing Azure resources and provides powerful features for automation. It is used to perform powerful, common tasks in Microsoft Azure through an extension of Windows PowerShell. Without logging in, users can enter a single cmdlet from the command line to create a new virtual machine. This course is designed to take the system administrators to an advanced level and make them more efficient at their work. You will find ways to automate your daily work using the advantages of Windows PowerShell. It covers a wider list of topics such as how to deploy a virtual machine in Azure Cloud, connecting local PowerShell to Azure, deploying new Azure resources using PowerShell, Azure PowerShell to query and format output, how to administer Azure storage using Azure PowerShell, application code development, code enhancement, and publishing of the application. The last section focuses on PowerShell basics. By the end of this course, you will be able to administer and manage Azure resources and automate Azure tasks using PowerShell easily. Administrators will find it easier to create, test, deploy, and manage Azure cloud platform services. Who this book is for This course can be taken by absolute beginners including candidates with non-technical backgrounds, such as those involved in selling or purchasing and somehow involved with cloud-based solutions/services, as well as those with a technical background who have a need to validate their foundation-level knowledge around cloud services and Azure. System administrators using cloud services in their day-to-day life will benefit the most. Basic beginner-level knowledge of Azure cloud and awareness of basic PowerShell commands are highly recommended for this course...
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803232478
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build adaptive web apps using a single code base About This Video Build a full-fledged, more complex, Flutter web app with Firestore, FirebaseAuth as the backend Create, authenticate, and log in users using Google Cloud FirebaseAuth Learn how to implement basic and advanced routing in Flutter 2.0 web In Detail If you have wondered how to leverage your pre-existing Flutter/Dart development skills, then you will be happy to know you can now build dynamic, scalable, and adaptive web apps with Flutter! Flutter 2.0 is a big release - you can use Flutter and Dart to build adaptive web and desktop apps - all with a single codebase. In this course, you will learn how to leverage Flutter (Web) 2.0 and Dart and build a capstone app called DiaryBook. In this course, you will build a full-fledged, more complex, Flutter web app with Firestore; FirebaseAuth as the backend; create, authenticate, and log in users using Google Cloud FirebaseAuth; create, edit, delete, update diary entries with Cloud Firestore backend; use providers, StreamBuilders in Flutter web; learn how to implement basic and advanced routing in Flutter 2.0 web; finally, deploy Flutter web app to firebase hosting. By the end of this course, you will have all the tools and knowledge you will need to build adaptive Flutter web apps competently and easily port the same app into desktop apps on your own! Who this book is for This course is designed for beginner to intermediate Flutter developers. Web developers who want to learn to build Flutter web apps and curious students who want to build their own Flutter web apps, iOS, Android, and desktop apps with Flutter 2.0 can also benefit from this course. Having some basic programming experience, in general, is helpful. If you have basic OOP (Object-Oriented Programming) concepts, you should be fine. Also, pre-existing Flutter and Dart programming experience or web development basics are helpful.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 42 min.)
    Edition: 1st edition
    Keywords: Streaming video ; Internet videos ; Electronic videos ; local ; Electronic videos ; Vidéos sur Internet ; streaming video ; Internet videos ; Streaming video ; Vidéo en continu
    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 Prepare for Microsoft Exam DA-100 and demonstrate your mastery of Power BI data analysis and visualization. This Exam DA-100: Analyzing Data with Microsoft Power BI video is designed for data analysts responsible for designing scalable data models, cleaning and transforming data, and presenting analytic insights through data visualizations using Power BI. This video focuses on the skills measured by the exam objectives, as updated by Microsoft on July 29, 2021. Prepare the data Model the data Visualize the data Analyze the data Deploy and maintain deliverables Using his years of experience teaching Power BI to a variety of learners, Microsoft Certified Trainer Chris Sorensen explains how to optimize Power BI features and functions and prepares you for what to expect on the DA-100 exam. In his engaging style grounded in real-world scenarios, Chris gives you insights to navigate and build effective Power BI solutions, quickly and effectively. With Chris as your guide, you are well-equipped to advance in your career as a data analyst. About the Instructor Chris Sorensen, CPA, CGA , is the Founder and President of Iteration Insights, a tech-enabled data analytics solutions provider based in Calgary, Alberta. He is a Microsoft Certified Data Analyst Associate and Microsoft Certified Trainer with a combined 20+ years of industry and teaching experience. In his career, he has led numerous Analytics projects in more than 15 industries across small to enterprise-sized organizations. As an adjunct instructor of the Business Intelligence program at SAIT, he plays a significant role in shaping new talent in Calgary’s emerging tech sector. Following his lifelong learning approach, Chris also coordinates both Power Platform and Azure Analytics User Groups, providing a space dedicated to knowledge-sharing and growing Alberta’s tech community. His favorite hashtag is #neverstoplearning. Skill Level Intermediate Who Should Take This Course Certification candidates preparing for Exam DA-100: Analyzing Data with Microsoft Power BI Data analysts who want to use Microsoft Power BI to maximize their data asse...
    Note: Online resource; Title from title screen (viewed August 11, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Packaging in Python has always been polarizing. From complicated beginnings where you couldn't uninstall libraries, to virtualenv that allows you to work in a self-contained environment that can be thrown away. In this video, I'll present an introduction to Conda, and to a chanel-specific variation of it that is maintained by the community called miniforge. If you are looking for a way to get scientific packages for the new Apple M1 silicon, this video will also help you out get everything sorted, including installing versions of Python that are pre-packaged and ready for data science tasks. Topics include: * Install Conda by using the community version called miniforge. * Use conda to install a specific version of Python, without system installs * Find more about the differences between virtualenv, pip, and conda * Install data science libraries in the new Apple M1 silicon Useful links: * Conda documentation * Conda Forge community documentation * Conda miniforge project
    Note: Online resource; Title from title screen (viewed August 18, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use optimization techninques along with AWS Step Functions
    Note: Online resource; Title from title screen (viewed September 12, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 7 of the O'Reilly book Practical MLOps. Learn about real-world computer vision including a recap of Tesla AI day 2021. Topics include: * Getting models into production * Tesla FSD * Tesla Computer Vision * Tesla AI Day * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * AWS App runner * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to get started on the right setup on your first day as a data scientist or business analytics professional. Topics include: * Business Analytics * Data Science * Google Colab * Jupyter * Github Actions and Github Codespaces * Continuous Integration and Delivery * EDA * GCP * AWS * Azure
    Note: Online resource; Title from title screen (viewed August 28, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484268933
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video, you will explore forecasting techniques in Python, including how to use machine learning models from Scikit Learn, as well as integrating R as a sub process to gain access to the robust forecast library, incorporating the auto.arima and tbats models. We create our own Python class called Forecaster that stores all of the relevant information about the predictions, including error metrics, model forms, hyperparameter selections, and the forecasts themselves. The module is written in such a way that models can easily be added to the framework for increasing accuracy. In the specific scenario, we are forecasting on 150 separate time series—3 time series for each state using economic indicators from the St. Louis Federal Reserve (FRED) website. We build an API to extract the data and add our own indicators that we think will influence the future. At the time that this video is published, the country is experiencing a recession from the COVID-19 pandemic. Therefore, we will extract the recession indicator from the FRED website and make assumptions about how long the recession will last. Using this information, we create an economic outlook for each state. These forecasts can then be used to see which states we expect to recover most quickly from the recession. This modeling process will be done in Python on a Jupyter Notebook, so it's a good idea to have Anaconda installed on your computer so you can follow along. The rpy2 library from Python will be utilized, so having R installed in your local environment is necessary. What You Will Learn Create classes in Python Make predictions with machine learning and common forecasting models Manipulate data with Pandas Store data in base Python structures (lists, dictionaries) Create APIs and visual aids Who This Book Is For Data scientists with experience who are looking to take their forecasting skills to the next level.
    Note: Online resource; Title from title screen (viewed January 12, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Google Cloud Platform (GCP) and Cloud Functions in this one-hour video. Everything you need to know to get up and running quickly using serverless technology from GCP. Topics include: * An introduction to serverless technologies * Create a cloud function, install dependencies, and use different runtimes like Python 3.8 * Debug issues when a cloud function deployment fails * Use Google's Machine Learning offering to do live translations to any language * Enable authentication for your cloud function
    Note: Online resource; Title from title screen (viewed January 14, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801072823
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master the key networking protocols and understand how computer networks work and communicate with each other About This Video Get to grips with Internet Protocol (IP) addressing, network masks, subnets, and subnetting Learn how to perform analysis of different protocols and Transmission Control Protocol/Internet Protocol (TCP/IP) layer headers Discover how computer networks operate on different layers In Detail Do you want to learn the basics and advanced concepts of computer networking? Do you want to prepare for the Cisco Certified Network Associate (CCNA) exam? With this course, you will learn the basic and advanced concepts of computer networking from scratch. The course starts with Transmission Control Protocol/Internet Protocol (TCP/IP) and Open Systems Interconnection (OSI) models, explaining how different hosts communicate with each other. Next, you will become familiar with networking layers, such as physical, data link, network, transport, and application. Once you have gained the knowledge of layers, you will move towards exploring the concepts of routing and learn the difference between private and public IP addresses. Next, you will discover the purpose of Network Address Translation (NAT) in networking and understand the Dynamic Host Configuration Protocol (DHCP) and Domain Name System (DNS) protocols in detail. By the end of this course, you will have gained a solid understanding of computer networking and network devices and will have developed the skills to pass the Cisco Certified Network Associate (CCNA) exam.
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use AWS in one Hour
    Note: Online resource; Title from title screen (viewed January 9, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801078016
    Language: English
    Pages: 1 online resource (1 video file, approximately 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to create websites quicker and easier using Wix About This Video Learn how to create a Wix website from templates and editor Grasp techniques for making your website mobile-friendly Get ready to buy your own domain name and put your Wix website live on the web In Detail Do you want to create a website but do not know how to code? No problem. With this video course, you’ll learn how easy it is to use Wix to create websites without writing a single line of code. The course starts by explaining to you the benefits and features of the Wix template and editor. From here, you’ll grasp all the steps needed for developing a Wix website. You’ll learn how to implement media into your website pages and discover techniques for editing media in ADI (artificial design intelligence) and inserting your own media in the website editor. Moving along, you’ll learn how to edit page layouts and create responsive mobile design for your website. Next, you’ll explore the site menu options and create page links for navigating inside the website. Finally, you’ll learn how to host your website on a domain and optimize the website content for ranking high on search engines. By the end of this course, you’ll be able to design and deploy a website from scratch using Wix.
    Note: Online resource; Title from title screen (viewed January 20, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801077613
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A comprehensive and concise course to master the fundamentals of Python programming About This Video Gain a solid understanding of the fundamentals of Python 3 Become comfortable in using Python datatypes, functions, packages, and modules Apply your learning to write and run simple Python scripts from the Linux terminal In Detail With Python, you can build applications, such as Google, Instagram, Spotify, and Reddit. But to make such applications, you should have a strong knowledge of the fundamentals of Python. This course will be your step-by-step guide to master the fundamentals of Python programming. The course starts by walking you through the process of setting up a Python development environment. Next, you will get an overview of the versions and history of Python programming and write a simple "Hello World" program to understand the structure of Python code. Moving along, you will get a detailed understanding of Python variables, datatypes, built-in functions, conditional statements, and loops. Next, you will learn how to work with lists, tuples, sets, dictionaries, strings, functions, modules, and packages in Python. Later, you will learn to debug your Python program, work with files, and learn how to handle exceptions. Next, you will learn how to use the numbers and date and time functions in Python programs and study the concepts of package management. Finally, you will learn to create, activate, and deactivate Python virtual environments and get an overview of comprehensions and decorators. By the end of this course, you will have gained the knowledge and skills of all the basic concepts of Python programming and will be ready to take up advanced Python concepts.
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074278
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive deep into the concepts of object-oriented programming (OOP) and become a professional in creating classes and writing clean Python code About This Video Get to grips with the four pillars of object-oriented programming (OOP) Find out the role of OOP concepts in Python Learn how to create classes using the principles of OOP In Detail From DevOps to cloud computing and data science, Python programming language is used in almost every field of computer science. But what happens when you use the principles of object-oriented programming (OOP) in Python? Find out in this course. The course starts with an introduction to OOP concepts and then gradually proceeds towards giving you a detailed insight into OOPs concepts. You will find out what is abstraction, encapsulation, inheritance, and polymorphism in OOP in detail. By the end of this course, you will be well-versed with Python OOP and will have developed the skills to write clean Python code and take your Python skills to the next level.
    Note: Online resource; Title from title screen (viewed January 29, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The combination of modern distributed architectures and cloud environments offers powerful solutions for delivering applications that quickly yield business value. . .and increased complexity. Moving quickly and not breaking things means that you need deployment pipelines. How do you ensure your releases don’t bring down production? Enter CI (continuous integration) and CD (continuous delivery), which greatly improve visibility of the quality of your software while also greatly reducing the time taken between releases. Join us to learn how CI/CD can help you achieve new levels of velocity, agility, reliability, and efficiency in your projects and systems. About the Infrastructure & Ops Superstream Series: This five-part series of half-day online events details what you need to know to effectively manage existing legacy systems while migrating to modern, scalable, cost-effective infrastructures—with no interruption to your business. Each event day covers some of the most challenging and promising topics facing those working in infrastructure and operations today: continuous integration and delivery, cloud delivery, Kubernetes, microservices, and security. What you'll learn-and how you can apply it Understand what tools work best for CI/CD and cloud native Learn how CI/CD works in the deployment pipeline Discover how infrastructure as code can help you deliver services to your users This Superstream is for you because... You’re a developer looking to discover the advantages of CI/CD. You want to better understand infrastructure as code. You work in a cloud native environment and want to learn which CI/CD tools work best with this extra complexity. You want to better incorporate testing and automation in your CI/CD pipeline. Prerequisites: Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Infrastructure as Code , second edition (book) Read Building Microservices , second edition (book) Read What Is DevOps? (report)
    Note: Online resource; Title from title screen (viewed February 2, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on GitOps with Sam Newman and Weaveworks founder Alexis Richardson. They’ll share what led to the need for GitOps, fascinating aspects of the discipline, and interesting convergence areas—along with insights that will help you approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Sam and Alexis anything you want about GitOps, Kubernetes, or their own career journeys. They’ll spend a few minutes covering the trends that are influencing infrastructure and operations, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the origins of GitOps and understand why it’s needed See what’s coming next for infrastructure and ops This training course is for you because... You want the chance to ask Sam Newman and Alexis Richardson your questions around working using GitOps. You’re looking for ways to use GitOps to support your production goals. You want to become well versed in the foundations and best practices of pipeline creation and deployment. Prerequisites: Come with your questions for Sam Newman and Alexis Richardson Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Building Microservices , second edition (book) Read Version Control with Git , second edition (book) Read Kubernetes: Up and Running , second edition (book) Watch “ GitOps 101 ” (conference session) Attend GitOps First Steps (live online training course with Ian Miell) Attend Git Next Steps (live online training course with Raju Gandhi)
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
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    ISBN: 9781484270004
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: ​This video helps you to design databases and processes that can manage millions or billions (or more) rows of data for analytics and reporting. Analytic workloads follow different architectural and query patterns than standard transactional systems, and the associated data stores grow differently over time as compared to online transaction-processing systems. This video covers the purpose, usage, and effects of growth on analytic data stores with a focus on storing the data directly in SQL Server. Topics covered in this video include design issues such as compression and advanced indexing techniques for online analytical processing (OLAP) data. Also covered are performance optimization and efficient query patterns. Watching this video helps you learn to better retrieve data with the ultimate goal of answering organizational questions using your analytics data store. What You Will Learn Understand the nature of OLAP data, its structure, and its usage Store OLAP data natively in SQL Server using best-practice options Minimize resource consumption by compressing your data Enhance query performance through columnstore indexing Scale your OLAP query performance to account for future growth Add new data elements to existing analytic data stores Who This Video Is For For data and analytics professionals who create, manage, and query large analytic data stores. For database professionals who expect to do so in the future, who want to know the options that are available in Microsoft SQL Server.
    Note: Online resource; Title from title screen (viewed February 16, 2021) , Mode of access: World Wide Web.
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  • 80
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and Mark Richards on software architecture, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Mark anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in data that are influencing architecture right now, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the intersection of software architecture and data What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Mark Richards your questions around the intersection of architecture and data. You’re currently looking for ways to deliver data to support your businesses goals. You want to become well-versed in the foundations and best practices of software architecture and data. Prerequisites: Come with your questions for Neal Ford and Mark Richards Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
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  • 81
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801077088
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to create amazing animations using SwiftUI with the help of easy, intermediate, and advanced projects. About This Video Become familiar with the SwiftUI framework Discover how to use Xcode 12 and iOS 14 with SwiftUI Get ready to create stunning animations for your applications with SwiftUI In Detail Do you want to create eye-catching animations with SwiftUI that can be easily incorporated into your applications? This course teaches you how to create animations of your choice using SwiftUI. The course starts with an introduction to SwiftUI, explaining the differences between declarative and imperative programming. Moving along, you will discover the role of stacks, text modifiers, and image modifiers in SwiftUI. Next, you will learn to work on interesting projects, such as animating a weather graph with data, animating different shapes, creating an ocean wave, and creating a Wi-Fi loading animation. By the end of this course, you will be able to create smooth and engaging animations with SwiftUI using Xcode 12 and iOS 14.
    Note: Online resource; Title from title screen (viewed January 20, 2021) , Mode of access: World Wide Web.
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  • 82
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The serverless value proposition in AWS is huge. Join expert Vadym Kazulkin as he examines the total cost of ownership in serverless applications and explores the visible and invisible benefits of the serverless paradigm, including no infrastructure operation, auto scaling and fault-tolerance built-in, focus on business value and innovation, and faster time to market - to name a few. In this Meet the Expert, Vadym will also walk you through a decision-making list, which will help determine whether or not to choose the serverless paradigm for your projects. In doing so, he will look at the visible aspects, such as cost, understanding application lifecycle, software architecture, cost at scale, platform limitations, organizational knowledge, and plattform and tooling maturity. Vadym will also discuss current challenges adopting serverless in AWS, such as lack of high latency ephemeral storage, insufficient network performance, and missing important security features. Join us for this edition of Meet the Expert with Vadym Kazulkin to learn how to decide whether to use serverless in AWS for your next project. O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions. What you’ll learn and how you can apply it By the end of this live show, you’ll better understand: The total cost of ownership of the serverless paradigm How to decide whether to use serverless in AWS for your next project The current shortcomings of serverless on AWS The trade offs you make when deciding to use serverless Prerequisites: Come with your questions for Vadym Kazulkin Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Serverless: First Steps (EPL) Moving to Serverless with AWS Lambda (Learning Path) Learn AWS Serverless Computing
    Note: Online resource; Title from title screen (viewed February 16, 2021) , Mode of access: World Wide Web.
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  • 83
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Ever had your CEO look at a report and say the numbers look way off? Has a customer ever called out incorrect data in one of your product dashboards? If this sounds familiar, data reliability should be the cornerstone of your data strategy. In this talk, Barr Moses will introduce the concept of “data downtime” — periods of time when data is partial, erroneous, missing or otherwise inaccurate. Data downtime is highly costly for organizations, yet is often addressed ad hoc. The solution? Data observability, an approach to tackling data downtime that leverages core principles of software engineering. We’ll discuss why data downtime matters to the data industry and share data observability tactics best-in-class organizations use to address it. Join us for this edition of Meet the Expert with Barr Moses to learn how to address data downtime and make observability a pillar of your data strategy. O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed March 1, 2021) , Mode of access: World Wide Web.
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  • 84
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use containers to build Microservices on the AWS platform. In this video you walk through building a Flask Microservice using the following AWS tools: * AWS Cloud9 * AWS ECR (Elastic Container Registery) * AWS ECS (AWS Container Service) * AWS Fargate (Container as a Service) Finally, the course builds and deploys a Fargate container that was provisioned to ECR. Follow along with the Github Resource: https://github.com/noahgift/eks-fargate-tutorial
    Note: Online resource; Title from title screen (viewed February 18, 2021) , Mode of access: World Wide Web.
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  • 85
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Jenkins, Jenkins Pipelines, and Github integration in this introductory video to the most widely used CI/CD platform in the world: Jenkins. Learn how to setup an example repository from Github into Jenkins using the same techniques you would need to scale a massive CI CD production environment. Topics include: * Install and configure Jenkins including plugins like Blue Ocean that enables pipelines * Create a Personal Access Token (PAT) in Github to connect a repository to Jenkins * Setup a trigger to run automated tests for the Github repository using a Jenkinsfile * Add a remote node or slave to the Jenkins master instance via SSH to quickly scale up operations * Validate that the project builds and deploys correctly
    Note: Online resource; Title from title screen (viewed February 18, 2021) , Mode of access: World Wide Web.
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  • 86
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074445
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the different parsing techniques and learn to build a parsing tool from scratch. About This Video Learn about the different types of parsers Build a parser from scratch Build a syntax tool In Detail In this course, we dive into various aspects of the parsing theory, describing in detail the LL and LR parsers. However, at the same time, to make the learning process and understanding easy and fun, we build in parallel an automatic parser for a full programming language, similar to JavaScript or Python, from scratch. After this course, not only will you be able to use a parser generator to build parsers for programming languages but will also understand how the parser generators work under the hood themselves. Implementing a parser for a programming language would also make your practical usage of other programming languages more professional. As we will build a language similar in semantics to JavaScript or Python (the two most popular programming languages today), we will specifically use JavaScript and its elegant multi-paradigm structure, which combines functional programming and class-based and prototype-based OOP.
    Note: Online resource; Title from title screen (viewed March 31, 2021) , Mode of access: World Wide Web.
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  • 87
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In 2020, Mark Zuckerberg famously declared that "the future is private," reflecting Facebook's commitment to doing privacy right. It’s a formidable challenge for a company with a codebase containing more than 100 million lines of code, to which engineers make thousands of changes per day. It can only be tackled by the entire company working together. While Facebook has more to do, it’s already made significant progress on privacy improvements across the company in terms of processes, products, and engineering teams. In this Meet the Expert with Facebook software engineer Alex Gorelik, learn how Facebook is implementing best-in-class privacy at scale without slowing down development. You’ll explore best practices for making data privacy everyone's responsibility, learn how to build processes, technical tools, and frameworks that support privacy work, and hear lessons learned while implementing privacy for billions of users. Recorded on March 11, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed March 11, 2021) , Mode of access: World Wide Web.
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  • 88
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Jaime Levy literally wrote the book on UX strategy. In this Meet the Expert, she highlights the latest features covered in the just-released second edition of UX Strategy as she takes you through UX and product strategy theory. Whether you're a UX designer, product manager, or entrepreneur, you’ll get a high-level overview of product strategy techniques—from simple to advanced—that you can put to work right away. Recorded on April 15, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed April 15, 2021) , Mode of access: World Wide Web.
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  • 89
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: While cloud isn’t a new technology, the move to the cloud has accelerated...and has become increasingly complex. Ops engineers need to build new skills and knowledge: What are the pain points of moving to the cloud, and how do security and safety change? And how do you give power to developers while still ensuring secure and reliable deployments? Join us for a Superstream on the cloud, with sessions covering everything from strategy to security and automation. About the Infrastructure & Ops Superstream Series: This five-part series of half-day online events details what you need to know to effectively manage existing legacy systems while migrating to modern, scalable, cost-effective infrastructures—with no interruption to your business. Each event day covers some of the most challenging and promising topics facing those working in infrastructure and operations today: continuous integration and delivery, cloud delivery, Kubernetes, microservices, and security. What you'll learn-and how you can apply it Understand how data works in the cloud See what tools work best for cloud native CI/CD Learn configuration management strategies to increase system robustness Discover strategies to help ensure a successful cloud native transformation Explore secret change management techniques and tools This Superstream is for you because... You’re a developer looking to better understand the skills needed to work on infrastructure in the cloud. You want to better understand cloud providers and security options. You work in a cloud native environment and want to understand how CI/CD tools work best with this extra complexity. You want to learn more about testing and automation in the cloud. Prerequisites Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Practical Process Automation (book) Read Cultivating Cloud Outcomes (early release book) Read 97 Things Every Cloud Engineer Should Know (book) Read " Patterns for Development and Process " (chapter 9 in Cloud Native Transformation )
    Note: Online resource; Title from title screen (viewed April 7, 2021) , Mode of access: World Wide Web.
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  • 90
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on Kubernetes with Sam Newman and Katie Gamanji, the ecosystem advocate for the CNCF. They’ll discuss how to manage some of the complexity in your Kubernetes cluster and share fascinating aspects of the discipline, interesting convergence areas, and insights intended to help you learn how to approach the most challenging aspects of building and managing evolving software needs. This is your chance to ask Sam and Katie anything you want about Kubernetes and their own career journeys. They’ll spend a few minutes covering the trends that are influencing infrastructure and operations, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Understand why Kubernetes is needed Discover how to manage the complexity in your Kubernetes cluster See what’s coming next for infrastructure and ops This training course is for you because... You want the chance to ask Sam Newman and Katie Gamanji your questions around working using Kubernetes tools. You’re looking for ways to use Kubernetes to support your production goals. You want to become well-versed in the foundations and best practices of pipeline creation and deployment. Prerequisites Come with your questions for Sam Newman and Katie Gamanji Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up Read Kubernetes: Up and Running , second edition (book) Read Programming Kubernetes (book) Read Kubernetes Best Practices (book) Take Kubernetes in 3 Weeks: Parts I and II (live online training course with Jonathan Johnson) Take Building and Managing Kubernetes Applications (live online training course with Sébastien Goasguen)
    Note: Online resource; Title from title screen (viewed April 14, 2021) , Mode of access: World Wide Web.
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  • 91
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    [Erscheinungsort nicht ermittelbar] : Pearson | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: 8+ Hours of Video Instruction More than 8 hours of video instruction for people interested in learning how to create and maintain web pages with HTML and CSS through theory and practical examples, including the latest features of HTML5 and CSS3. Overview HTML & CSS JumpStart LiveLessons strives to provide what is rapidly becoming an essential skillset. HTML and CSS are the basis for creating web applications and pages and are the perfect place to start if you want to launch your web development career. There are five lessons in the course covering the basics. The first two lessons focus on HTML, and the last three lessons cover CSS. The course is geared very much toward working examples, including detailed demos that illustrate all the syntax and techniques. The course is designed for people who are getting started with HTML or CSS; as such, the course goes through each topic in a detailed, methodical way. The course provides a solid baseline introduction to HTML and CSS that shows how to create and style web content using the contemporary HTML/CSS standards and techniques, including some of the latest features available in HTML5 and CSS3. Descriptions of the underlying theory so you understand how it all works are provided, as well as practical examples of how to achieve common UI effects. 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 over the years. 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. Skill Level Beginner Learn How To Create web pages using HTML Use the latest web content features available in HTML5 Style web content using CSS Use styling features available in CSS3 Who Should Take This Course Individuals interested in building or maintaining web pages Course Requirements Familiarity with using web applications No prior web or development experience is necessary Lesson Descriptions Lesson 1, “HTML Essentials,” starts by covering the core syntax in HTML, beginning with how to create and edit HTML documents in a simple text editor and then how to view HTML documents in a browser. The lesson progresses by showi...
    Note: Online resource; Title from title screen (viewed March 16, 2021) , Mode of access: World Wide Web.
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  • 92
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    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    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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  • 93
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074629
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the underlying theory behind automatic memory management and garbage collection. About This Video Learn about various GC algorithms, such as Mark-Compact collector and Reference counting collector Identify the difference between tracing and direct collectors Learn about Tri-color abstraction and marking In Detail Memory leaks and dangling pointers are the main issues of manual memory management. If you delete a parent node in a linked list, forgetting to delete all its children first—your memory is leaking. You delete an object chain in the correct order but suddenly, your program crashes since you forgot about the second owner of this resource, which now tries to dereference a null-pointer. To avoid these issues, most modern high-level programming languages implement automatic memory management. You allocate objects manually; however, don’t bother with their deallocation: a special program, garbage collector, knows how to automatically deallocate them correctly and reclaim for future reuse. In this course, we’ll study all the different techniques and algorithms related to automatic memory management, which are used today in practice.
    Note: Online resource; Title from title screen (viewed March 30, 2021) , Mode of access: World Wide Web.
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  • 94
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    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    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.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801077187
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create APIs for machine learning with Flask and deploy your application to the web About This Video Create your own API endpoint for your machine learning models Create a Flask application from scratch Deploy your model on the web In Detail Flask is a web application framework used to develop web applications. Getting started with Flask is easy, and its power lies in its ability to scale up to complex applications. In this course, you’ll learn the most effective ways to use Flask in order to create your own web application. You’ll begin with an introduction to Flask and quickly dive into defining and training your model. You’ll perform various actions on this model to train it and ensure that it is of the best quality for your application. You’ll also create and test API endpoints so you can predict the model’s behavior over time. By the end of this course, you’ll have the confidence to deploy this application to the web and learn how to fix any errors that may arise during this process.
    Note: Online resource; Title from title screen (viewed April 21, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: About Architectural Katas: What could be better than practicing software architecture with your handpicked dream team of architects? Participants in Architectural Katas, moderated by Neal Ford, work together virtually in small groups of their choosing to solve a challenge an actual organization is facing. Everyone gets the chance to practice their craft with a real software architecture problem in a safe and social environment, and the finalists and winners earn well-deserved bragging rights (not to mention an intriguing line on their résumé). Plus a selected organization working for social good will have some of its gnarliest software architecture problems solved. What you'll learn-and how you can apply it Identify and design architectural components Explore techniques to analyze and select the right architecture patterns Learn how to diagram and document an architectural solution Develop better communication skills to champion architecture decisions to developers and stakeholders This training course is for you because... You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You're responsible for creating a software architecture for your company, and you want to practice with a real-world challenge. Prerequisites Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book)
    Note: Online resource; Title from title screen (viewed April 21, 2021) , Mode of access: World Wide Web.
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  • 98
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801075527
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Expose vulnerabilities of servers and applications and help developers create robust systems About This Video Learn the use of popular tools in ethical hacking Expose vulnerabilities in systems Identify and record security flaws and breaches In Detail Learn ethical hacking through Kali Linux, one of the leading computer security operating systems. In this course, you will learn how to gather information, detect vulnerabilities, and exploit them using tools in Kali Linux. This course will give you all of the tools that you need to be able to test your own servers and applications for vulnerabilities. Computer security is one of the fastest-growing fields in technology, and ethical hacking is one of the best skills to learn in the field. With a new attack being completed every 39 seconds, it is essential that security experts are equipped with the most powerful tools for the job. The tools in Kali Linux are commonly used by attackers and defenders to help secure their systems. Learning these tools will allow you to secure your system before the attackers get to it. You will learn how to exploit common vulnerabilities in Linux and Windows, as well as how to find common vulnerabilities in web apps such as command injections and SQL injections.
    Note: Online resource; Title from title screen (viewed March 26, 2021) , Mode of access: World Wide Web.
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  • 99
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One of the most consistent challenges for ML engineers is how to move from model to production. Join us for a day of sessions dedicated to making the most of AI in your company. You’ll learn about everything from scaling to deployment and from pipeline to model decay—straight from our experts. About the AI Superstream Series: This four-part series of half-day online events is packed with insights from some of the brightest minds in AI. You’ll get a deeper understanding of the latest tools and technologies that can help keep your organization competitive, and learn to leverage AI to drive real business results. What you'll learn-and how you can apply it Understand how MLOps can help you evolve from manually building models Learn how to use PyTorch to effectively deploy and scale your AI models Explore design patterns that will help you tackle problems that frequently crop up during the ML process This Superstream is for you because... You want to learn more about moving machine learning from model to production. You want to better understand MLOps. You’re interested in improving your skills in scaling, model monitoring, and deployment. Prerequisites Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration
    Note: Online resource; Title from title screen (viewed March 17, 2021) , Mode of access: World Wide Web.
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  • 100
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800568556
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover how to ace the JavaScript coding interview About This Video Discover 100 algorithm problems and their solutions Speed up your problem-solving ability Prepare you for technical interviews In Detail Technical interviews help recruiters filter great developers, or at least that is how the industry sees it. This course will help you understand what to expect in a technical interview round and how to prepare for it. With the help of 100 algorithm problems and solutions, you'll improve your speed and enhance your problem-solving ability in an enjoyable way. The course covers some of the most common interview questions asked by companies like Google, Facebook, Uber, and Amazon. By the end of the course, you'll have grasped higher-order functions in JavaScript, understood the basics of TypeScript, and solved a 100 algorithm portfolio item and be ready to ace your JavaScript technical interview.
    Note: Online resource; Title from title screen (viewed March 24, 2021) , Mode of access: World Wide Web.
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