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  • Safari, an O’Reilly Media Company.  (2,211)
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  • 101
    Online Resource
    Online Resource
    Blazor - The Complete Guide (WASM and Server .NET Core 5) (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801078863
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Build a real-world resort booking website using Blazor Server, Blazor WASM, and .NET 5(.NET Core) API and deploy it on Azure About This Video Create .NET API and consume it in the Blazor application Build a real-world application using Blazor Deploy .NET API, Blazor WASM, and server to Azure In Detail Blazor is an exciting new part of .NET Core (.NET 5) designed to build rich web user interfaces in C#. This course will help developers transition from building basic sample apps to implementing more real-world concepts, design patterns, and features. This course will provide you with a complete real-world scenario with Blazor, which will make you face many challenges and solve those issues as we proceed with the course. This course covers everything there is to Blazor, right from Blazor Server to Blazor WASM applications that consume .NET 5 API. By the end of the course, you will become an expert and will be able to build your own website using Blazor Server, Blazor WASM, and .NET 5(.NET Core) API and deploy to Azure. We will be using the latest .NET 5 for this course along with Entity Framework Core and Stripe for payment processing.
    Note: Online resource; Title from title screen (viewed April 30, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 102
    Online Resource
    Online Resource
    MLOps with AWS App Runner (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use AWS App Runner to do an MLOps workflow that deploys a Flask Microservice that running sklearn. This tutorial walks you through how to deploy code from the O'Reilly book Practical MLOps using the AWS App Runner Service. Topics include: * MLOps * AWS App Runner * Container as a Service * Python * Flask * Microservice * Sklearn * Machine Learning Engineering
    Note: Online resource; Title from title screen (viewed May 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    MPI Ethno. Forsch.
  • 103
    Online Resource
    Online Resource
    Software Architecture Hour : Architecture and Security with Aaron Bedra (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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.
    URL: lizenzpflichtig
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  • 104
    Online Resource
    Online Resource
    Red Hat OpenShift Administration : Red Hat EX280 (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 8+ Hours of Video Instruction Red Hat OpenShift Administration Complete Video Course: Red Hat EX280 provides an introduction in administrating OpenShift and prepares viewers to take the Red Hat exam EX280. Red Hat OpenShift Administration Complete Video Course: Red Hat EX280 provides an introduction in administrating OpenShift and prepares viewers to take the Red Hat exam EX280. This course provides in-depth training and hands-on labs exploring the ins and out of administering in OpenShift. Topics include management of cluster nodes, users, and role-based access control, as well as management of applications in an OpenShift environment. The Red Hat Certified Specialist in OpenShift Administration exam (EX280) tests the knowledge, skills, and ability to create, configure, and manage a cloud application platform using Red Hat® OpenShift® Container Platform. This engaging self-paced video training solution provides learners with more than 8 hours of video instruction from an expert trainer with years of providing practical Linux teaching experience. Through the use of topic-focused instructional videos, you will gain an in-depth understanding of all topics on the Red Hat OpenShift Administration EX280 exam, as well as a deeper understanding of Ansible. The combination of video and labs provides a unique offering that gives you a full toolkit to learn and excel on your exam. Topics include: Module 1: Managing OpenShift Clusters Module 2: Managing OpenShift Resources Module 3: Managing OpenShift Authentication and Access Module 4: Performing Operational Cluster Management Tasks Module 5: Red Hat Certified Specialist in OpenShift Sample Exam About the Instructor Sander van Vugt is an independent Linux specialist, living in the Netherlands with customers all over the world. Sander is teaching Linux classes since 1995 and has written more than 60 books about different Linux related topics, as well as more than 25 video courses. Sander is also actively working as a consultant, specialized in Linux High Availability, Performance and Security. Also, Sander is a regular speaker on major Linux conferences all over the world. Skill Level Intermediate Learn How To Manage a complete container-based datacenter Prepare for the EX280 Exam Set up Authentication Set up Authorization Create a Project Template Create a Project Run a TLS Secured Application Create a Passthrough Route Configure Autoscaling Configure MySQL Configure Wordpress Who Shou...
    Note: Online resource; Title from title screen (viewed April 14, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 105
    Online Resource
    Online Resource
    Expert JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Overview How do you become an expert JavaScript developer? Let Sahil Khosla delve into the concepts that take you from intermediate to expert in about 6 hours. JavaScript has become one of the most popular programming languages ever. Developers of all levels are flocking towards JavaScript. And it is no longer restricted to web. Node.js has allowed developers to use JavaScript on the server side as well. Description Write Elegant JS ES6+ Code for the Web, Backend, and Lambdas Sahil Khosla gives students the chance to go beyond the basics and learn about the concepts that are hard to find in an average JavaScript book or video but are essential to mastering the language. In this LiveLessons video, Sahil covers several approaches to writing asynchronous JavaScript that can be leveraged to call APIs or long-running functions without freezing the A61. Learn how to write elegant JS code with ES6 syntax for use in web apps, node backend, or lambdas. Access the supplemental files for this LiveLesson at https://github.com/sahilkhosla/expert-js-snippets . About the Instructor Sahil Khosla is a software engineer with 10+ years of experience in developing user-facing apps and websites. He is currently part of the front-end team at OANDA and has previously worked at Expedia, where he was part of the group responsible for revamping the mobile web experience. A multipotentialite at heart, Sahil loves to learn and equally loves to share that knowledge with others. He specializes in breaking down complicated concepts and making them easy to understand, with analogies and diagrams. Skill Level Intermediate to Advanced What You Will Learn Get a deeper understanding of advanced concepts such as Promises, Async/Await, Apply/Call/Bind, and frequently used design patterns for writing performant, bug-free, and maintainable code. Gain clarity on vanilla JavaScript concepts so you can focus on learning modern web frameworks without getting lost. Understand how you can develop and publish your own open-source JavaScript libraries. Who Should Take This Course Front-end engineers Full-stack engineers Web developers Course Requirements Basic understanding of JavaScript and experience using it for developing web applications About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and ...
    Note: Online resource; Title from title screen (viewed April 2, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 106
    Online Resource
    Online Resource
    HTML & CSS JumpStart (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson | Boston, MA : Safari
    Details
    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.
    URL: lizenzpflichtig
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  • 107
    Online Resource
    Online Resource
    Garbage Collection Algorithms (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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.
    URL: lizenzpflichtig
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  • 108
    Online Resource
    Online Resource
    Cisco CyberOps Associate CBROPS 200-201 (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    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.
    URL: lizenzpflichtig
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  • 109
    Online Resource
    Online Resource
    Zero to One : Data Science to MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Zero to One: Data Science to MLOps in One Hour. Learn to frame a problem, then convert it into a data science project and present it to stakeholders. Later, move that prediction system to producting using MLOps Topics include: * Big Tech Misinformation and what can be done about it using Data Science. * Doing MLOps with sklearn and Flask by creating Microservices * Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries * Putting code into production using the Python MLOps Cookbook found here: https://github.com/noahgift/data-story-telling
    Note: Online resource; Title from title screen (viewed March 20, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 110
    Online Resource
    Online Resource
    Zero to One : AWS Lambda with SAM and Python in One Hour (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Zero to One: AWS Lambda with SAM and Python in One Hour. Learn to use AWS Cloud9 to develop serverless applications with Python and SAM (Serverless Application Model) Topics include: * Building a Lambda inside of Cloud9 * Deploying a containerized service to Amazon ECR and AWS Lambda * Invoking API Gateway based AWS Lambda services using sam invoke and AWS Cloud9
    Note: Online resource; Title from title screen (viewed April 3, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 111
    Online Resource
    Online Resource
    AI Superstream Series : AI & ML in Production (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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.
    URL: lizenzpflichtig
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  • 112
    Online Resource
    Online Resource
    Understand the Programmers Mindset for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    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.
    URL: lizenzpflichtig
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  • 113
    Online Resource
    Online Resource
    Up and Running with The Java Platform Module System (JPMS) (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction This course will give you all the knowledge and skills for your transition from Java project to the Java Platform Module System (JPMS or “module system”). The Java Platform Module System (JPMS) is the most significant change introduced with the release of Java 9. The JPMS provides a variety of benefits for large-scale projects including increased security, better management of dependencies and isolation of libraries, and a service provision and loading facility. In this five hour video course, the author brings you the skills, knowledge, and understanding needed to start new projects in the JPMS framework and to solve the often tricky problem of migrating existing projects in an incremental fashion to full modularity. This course will also help with the Java 11 certification exam. About the Instructor Simon Roberts wrote his first program in 1978, and was a programmer writing in a variety of assembly and high-level languages for a dozen years before working for Sun Microsystems from 1995 to 2004. While at Sun he created training courses on a diverse range of Java topics and developed the original Sun Certified Java Programmer and Developer exams. Since leaving Sun in 2004, he spends most of his time helping people improve their skills in Java, Scala, Python, and JavaScript, offering training in classroom, recorded video, and live web-based formats. You can follow Simon Roberts here: https://www.linkedin.com/in/simonhgroberts/ Skill Level: Intermediate to Advanced Learn How To: Package your software as a JPMS module Export features of your module to other code Use modules in your code Define services Implement services Access and use services Migrate a project to the module system Build and run software that is part modular and part legacy Who Should Take This Course: Software engineers and architects aiming to incorporate the benefits of Java Platform Module System (JPMS) into their projects Individuals who want to evaluate the capabilities of JPMS to determine if their projects would benefit from it Anyone who wants to learn JPMS for an interview or examination, whether academic or professional Course Requirements: A working knowledge of the Java Programming Language 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 feat...
    Note: Online resource; Title from title screen (viewed May 11, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 114
    Online Resource
    Online Resource
    Software Architecture Hour with Neal Ford : Choosing Architecture Styles (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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 with Neal Ford and his guest, Mark Richards, where they will go deep into the difference between patterns and styles, how understanding styles will help you to make effective architecture decisions, and how to evaluate the trade-offs for different styles. What you'll learn-and how you can apply it What’s coming next with Software Architecture This training course is for you because... You are interested in how architecture styles will impact your business architecture Prerequisites Read Fundamentals of Software Architecture Read Software Systems Architecture: Working with Stakeholders Using Viewpoints and Perspectives , 2E Chapter 11: Using Styles and Patterns View Software Architecture Fundamentals , Second Edition
    Note: Online resource; Title from title screen (viewed May 6, 2021) , Mode of access: World Wide Web.
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  • 115
    Online Resource
    Online Resource
    Servlets and JSP Tutorial for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801076609
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enter the world of J2EE by learning servlets and JSP technologies the easy way About This Video Gain knowledge about servlets and JSPs to enter the world of JavaEE Understand JSP action elements and create custom tags Understand socket communication through TCP/IP, UDP, broadcasting, and more through examples In Detail Servlets and JSP are the backbone of all modern-day web applications. In this course, we will start by talking about some network components and understand the basics of networking with simple real-world examples. And then, we will jump into some good examples on network programming. Here, we will take examples of socket communication through TCP/IP, UDP, Broadcasting, Multicasting, and many more examples. By now, you will have gained foundational knowledge to explore servlets and JSPs and to enter the world of JavaEE. Learning about servlets and JSP lays a great foundation for learning all modern-day frameworks. This course is almost like a prerequisite to learning modern-day Java frameworks as they internally rely on these technologies. This course will surely make your Java journey smooth without any glitches. We will start by talking about the basics of servlets and JSP with some good example programs and cover everything that you need to know on servlet and JSP technologies.
    Note: Online resource; Title from title screen (viewed April 28, 2021) , Mode of access: World Wide Web.
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  • 116
    Online Resource
    Online Resource
    Probability and Statistics for Machine Learning (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9 Hours of Video Instruction Hands-on approach to learning the probability and statistics underlying machine learning Overview Probability and Statistics for Machine Learning (Machine Learning Foundations) LiveLessons provides you with a functional, hands-on understanding of probability theory and statistical modeling, with a focus on machine learning applications. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the book Deep Learning Illustrated , an instant #1 bestseller that has been translated into six languages. Jon is renowned for his compelling lectures, which he offers in person at Columbia University and New York University, as well as online via O'Reilly, YouTube, and the SuperDataScience podcast. Jon holds a PhD from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times. Skill Level Intermediate Learn How To Understand the appropriate variable type and probability distribution for representing a given class of data Calculate all of the standard summary metrics for describing probability distributions, as well as the standard techniques for assessing the relationships between distributions Apply information theory to quantify the proportion of valuable signal that's present among the noise of a given probability distribution Hypothesize about and critically evaluate the inputs and outputs of machine learning algorithms using essential statistical tools such as the t -test, ANOVA, and R-squared Understand the fundamentals of both frequentist and Bayesian statistics, as well as appreciate when one of these approaches is appropriate for the problem you're solving Use historical data to predict the future using regression models that take advantage of frequentist statistical theory (for smaller data sets) and modern machine learning theory (for larger data sets), including why we may want to consider applying deep learning to a given problem Develop a deep understanding of what's going on beneath the hood of predictive statistical models and machine learning algorithms Who Should Take This Course You use high-level software libraries (e.g., scikit-learn, Keras, TensorFlow) to train or deploy machine learning algorithms and would now like to understand the fundamentals underlying the abstractions, enabling you to expand your capabilities You're a software developer who would lik...
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 117
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    Online Resource
    Hands-On Amazon Elastic Kubernetes Service (EKS) LiveLessons : Running Microservices (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 3 Hours of Video Instruction Three hours of hands-on demonstrations explaining the details of Amazon EKS that shows the power and ease of running and integrating applications on Kubernetes in AWS. Overview Hands-On Amazon Elastic Kubernetes Service (EKS): Running Microservices LiveLessons gives a demo-driven overview of running Amazon Elastic Kubernetes Services. The course covers not only the basics of Kubernetes, but also gets into the creation of EKS clusters and running real workflows on the cluster. The course shows common administrative tasks and wraps up with demos that help integrate an EKS cluster with a Serverless project as well as an application that uses DynamoDB from within the cluster. About the Instructor Vallard Benincosa is a senior engineer at a company called WeaveGrid, which focuses on climate change by efficiently coordinating between electric vehicles and utility companies. He has worked for a variety of small and large companies working on Kubernetes. He helped develop a Kubernetes certification for the Linux foundation and has been using Kubernetes since 2015. In his day job, he is a lead platform engineer ensuring production applications run reliably in Kubernetes and AWS. Skill Level Beginner/Intermediate What You Will Learn Learn what problems Kubernetes solves and how it simplifies the management of microservices. Learn how to install EKS and do administrative tasks with EKS such as upgrading, scaling the cluster, adding users, and viewing the dashboard. Learn how to securely run applications on EKS and integrate with other AWS services such as: S3, Route53, Load Balancers, and Elastic Block Storage Learn how to integrate container applications into the AWS ecosystem with Serverless functions performing actions on the Kubernetes cluster or how an application would interface with DynamoDB. Who Should Take This Course People who want to learn how to best run Kubernetes on Amazon Web Services Developers looking to understand how their applications can use EKS and existing AWS services such as DynamoDB, S3, and others in production. Platform Engineers who want to know how to best run Kubernetes on AWS and understand how applications can benefit from the system. Course Requirements Basic understanding of Linux containers Basic Shell commands for CLI work Basic hands-on experience with AWS Table of Contents Lesson 1: Introduction to EKS Lesson 2: EKS IAM Resources Lesson 3: Creating EKS Clusters Les...
    Note: Online resource; Title from title screen (viewed May 3, 2021) , Mode of access: World Wide Web.
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    Data Science and Machine Learning with R from A-Z Course [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075282
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn machine learning and data analysis from scratch with R About This Video Learn data extraction and web scraping Learn to build custom data solutions Learn automating dynamic report generation In Detail The course covers practical issues in statistical computing that include programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organizing and commenting on R code. Blending practical work with solid theoretical training, we take you from the basics of R programming to mastery. We understand that theory is important to build a solid foundation, we also understand that theory alone isn’t going to get the job done so that’s why this course is packed with practical hands-on examples that you can follow step by step. Even if you already have some coding experience, or want to learn about the advanced features of the R programming language, this course is for you! R coding experience is either required or recommended in job postings for data scientists, machine learning engineers, big data engineers, IT specialists, database developers, and much more. Adding R coding language skills to your resume will help you in any one of these data specializations requiring mastery of statistical techniques. By the end of the course, you’ll be a professional data scientist with R and confidently apply for jobs and will feel good knowing that you have the skills and knowledge to back it up.
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    Google VS Apple AutoML Computer Vision (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use Google AutoML to build a computer vision prediction model via their Qwiklabs website. Later, compare Apple's CreateML with the same data set and build an AutoML prediction model that deploy to the edge. Topics include: * Google AutoML * Apple CreateML * Apple CoreML * Computer Vision * Cloud Computing * Single label image classification * Using AutoML as a prototyping Tool * Edge Computer Vision Models
    Note: Online resource; Title from title screen (viewed May 15, 2021) , Mode of access: World Wide Web.
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    AWS Python Computer Vision : From Zero (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use the AWS (Amazon Web Services) platfrom to perform Computer Vision with the Python Language. This video course takes you from zero and introduces you to using the AWS Rekognition Console, AWS Cloud Shell and AWS Cloud9 environment to build computer vision solutions. Topics include: * Using AWS Rekognition to do Celebrity Recognition, Text Detection, PPE Detection and Image Labeling * Setting up AWS Cloud Shell to use the AWS SDK * Doing S3 copies with the AWS command-line SDK * Setting up AWS Cloud9 for development * Configuring bashrc file for use with Python * Using IPython with the AWS Boto3 SDK * Using Python Click to create command-line tools with colorized output * Using Github Actions to test and lint a computer vision project
    Note: Online resource; Title from title screen (viewed May 9, 2021) , Mode of access: World Wide Web.
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    Ultimate ASP.NET 5 Web API Development Guide (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071956
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn how to build a RESTful API using ASP.Net Core API, Entity Framework, Enterprise-grade practices for a scalable and future-proofed Web API solution. About This Video Build a fully data-driven REST Web API using cutting edge technology Deploy application and database on-premises with Internet Information Systems and SQL Server Learn Enterprise-level design patterns and troubleshoot and fix practical errors In Detail Microsoft .NET is the platform that drives the business technology of many of the top corporations in the United States and many other countries. It is the predominant technology used to drive enterprise-scale business technology. There is a high demand across the world for .NET developers in a variety of industries. This course also features web API development, and the ability to design and maintain an API is an important toolset for the modern web developer. This course will help you build a fully data-driven REST Web API using cutting-edge technology. You will test and troubleshoot using Postman, create a database using Entity Framework Core, set up logging using SeriLog, learn about dependency injection, and API documentation using SwaggerUI. You will understand the REST design principles and authentication using JWT, understand how to use data transfer objects and AutoMapper, manage packages with NuGet Manager, and set up GitHub for source control. Finally, you’ll deploy applications and databases on-premises with Internet Information Systems, Microsoft SQL Server, and Microsoft Azure. By the end, you’ll switch around to Visual Studio for your coding exercise because of hands-on expertise in examining logic and syntax errors throughout. This will put your newly learned skills to practical use and impress your boss and coworkers.
    Note: Online resource; Title from title screen (viewed May 24, 2021) , Mode of access: World Wide Web.
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    The Complete Excel Guide : Beginners to Advanced (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075763
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Your one-way stop to learning basic and advanced Microsoft Excel 2019 skills About This Video Gain a solid understanding of Microsoft Excel 2019 Uncover amazing Microsoft Excel suite techniques and shortcuts to make your job easy Learn how to add life to your Excel spreadsheets by creating stunning charts and graphs In Detail Everyone knows that the Microsoft Office suite is used by millions worldwide. Unlocking its full potential and learning it thoroughly will improve your productivity drastically. This course will help you grasp all the essential and advanced skills for Microsoft Excel 2019 with the help of interesting activities. We’ll start with the basic topics and see what’s new in Excel 2019. Then we will create workbooks; enter data into; explore page setup and print options; work with rows, columns, and cells; learn how the Cut, Copy, and Paste option works; understand functions and formulas; and also get introduced to PivotTables, logical, and lookup formulas. After this, we will move towards advanced concepts such as lookup and advanced lookup functions, financial functions including calculating interest and depreciation, statistical functions, learning how to connect to other workbooks and datasets outside of Excel, and creating awesome visualizations using sparklines and data bars. We’ll also cover some advanced charts such as Surface, Radar, Bubble, and Stock Charts. By the end of this course, you’ll become proficient in using Microsoft Excel for your professional and personal needs.
    Note: Online resource; Title from title screen (viewed March 27, 2021) , Mode of access: World Wide Web.
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    Spring MVC With Spring Boot (All Modules) and Project (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072687
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enter the world of Spring MVC by learning Spring Data JPA and Spring Security the easy way About This Video Gain knowledge about Spring MVC and Spring Boot Understand interceptors and request handling Understand key annotations and handling exceptions In Detail Spring MVC with Spring Boot is a course on learning all key Spring framework features to develop robust enterprise-grade web applications. Spring MVC is a collection of Spring projects (including Spring Web, Spring Data, Spring Security, and others) that we can use to create very robust and secure enterprise Java applications and follow the ‘Model View Controller design pattern. Spring MVC relies on the core principles of Spring frameworks such as IOC, Dependency Injection, and more. This course will cover everything you need to start working on real-time Spring-based projects. This course will also cover all the prerequisite concepts so that you don’t have to learn anything new beyond this course. At the end of the course, we will combine all the modules we have learned and create a real-time Todo application from scratch.
    Note: Online resource; Title from title screen (viewed May 28, 2021) , Mode of access: World Wide Web.
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    Software Architecture Superstream Series : Mastering Your Microservices Stack (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for four hours of sessions focusing on the tools that are most useful when moving to a microservice style architecture. You’ll learn how APIs, patterns, and Agile methods can lead to more successful migrations to microservices, ensuring you can make the move in a way that doesn’t disrupt your current business. 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 best practices for optimizing work for distributed systems Learn how to use the STAR method to migrate your infrastructure to a microservices platform—without interrupting your IT services Dive into the saga pattern, an approach for handling database transactions that span multiple requests Understand how to use Agile methods to implement your microservices Hear from a company that decided to ditch non-production environments—and discover whether this approach might work for you Recognize patterns for distributed systems, then use them to better understand and communicate distributed system design This Superstream 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 want to learn tips, techniques, and best practices for how to succeed with a microservices architecture. 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 May 19, 2021) , Mode of access: World Wide Web.
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    Spark, Ray, and Python for Scalable Data Science (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7.5 Hours of Video Instruction Conceptual overviews and code-along sessions get you scaling up your data science projects using Spark, Ray, and Python. Overview Machine learning is moving from futuristic AI projects to data analysis on your desk. You need to go beyond following along in discussions to coding machine learning tasks. Spark, Ray, and Python for Scalable Data Science LiveLessons show you how to scale machine learning and artificial intelligence projects using Python, Spark, and Ray. About the Instructor Jonathan Dinu is the founder of Zipfian Academy—an advanced immersive training program for data scientists and data engineers in San Francisco—and served as its CAO/CTO before it was acquired by Galvanize, where he now is the VP of Academic Excellence. He first discovered his love of all things data while studying Computer Science and Physics at UC Berkeley, and in a former life he worked for Alpine Data Labs developing distributed machine learning algorithms for predictive analytics on Hadoop. Jonathan is a dedicated educator, author, and speaker with a passion for sharing the things he has learned in the most creative ways he can. He has run data science workshops at Strata and PyData (among others), built a Data Visualization course with Udacity, and served on the UC Berkeley Extension Data Science Advisory Board. Currently he is writing a book on practical Data Science applications using Python. When he is not working with students, you can find him blogging about data, visualization, and education at http://hopelessoptimism.com/. Skill Level Beginner to Intermediate Learn How To Integrate Python and distributed computing Scale data processing with Spark Conduct exploratory data analysis with PySpark Utilize parallel computing with Ray Scale machine learning and artificial intelligence applications with Ray Who Should Take This Course This course is a good fit for anyone who needs to improve their fundamental understanding of scalable data processing integrated with Python for use in machine learning or artificial intelligence applications. Course Requirements A basic understanding of programming in Python (variables, basic control flow, simple scripts). Familiarity with the vocabulary of data processing at scale, machine learning (dataset, training set, test set, model), and AI. Lesson Descriptions Lesson 1: Introduction to Distributed Computing in Python Lesson 1 starts with an introduction to the dat...
    Note: Online resource; Title from title screen (viewed June 2, 2021) , Mode of access: World Wide Web.
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    React - The Complete Guide (includes Hooks, React Router, and Redux) Second Edition [2021 Updated] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801812603
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 hr., 31 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn React.js, Hooks, Redux, React Routing, Animations, Next.js, and way more! About This Video Learn all the core basics: how React works, building components and UIs with React Provide amazing user experiences by leveraging the power of JavaScript with ease Tons of examples and demo projects In Detail React.js is the most popular JavaScript library you can use and learn these days to build modern, reactive user interfaces for the web. This course will teach you React.js in a practice-oriented way, using all the latest patterns and best practices you need. You will learn all the key fundamentals as well as advanced concepts and related topics to turn you into a React.js developer. This is a huge course because it really covers EVERYTHING you need to know and learn to become a React.js developer! No matter if you know nothing about React or if you already have some basic React knowledge (not required but also not a problem); you will get tons of useful information and knowledge out of this course. The goal of this course is to ensure that you feel confident working with React so that you can apply for React jobs, use it in your own projects, or simply enhance your portfolio as a developer; whatever your goal is, this course gets you there! By the end of this course, you will become a React.js developer.
    Note: Online resource; Title from title screen (viewed May 31, 2021) , Mode of access: World Wide Web.
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    Java Programming Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 8+ Hours of Video Instruction Overview Build a solid understanding of core features of the Java programming language. This course brings you the skills and knowledge needed to understand the essentials of the Java language. In this more than 8 hour video course, you will develop a depth of understanding significantly beyond what’s typical for programmers who learn a language on the job. The key knowledge learned in this course will help you increase your skills, ace an interview, and give you the core knowledge you need to truly understand Java. This course will also help you with the Java 11 certification exam. This course focuses on basic structures, packages, command-line operations, operators and expressions, language control structures, iteration structures, essentials of class and object creation, and garbage collection. About the Instructor Simon Roberts wrote his first program in 1978 and was a programmer writing in a variety of assembly and high-level languages for a dozen years before he joined Sun Microsystems in 1995 to 2004. While at Sun he created training courses on a diverse range of Java topics and developed the original Sun Certified Java Programmer and Developer exams. Since leaving Sun in 2004, he spends most of his time helping people improve their skills in Java, Scala, Python, and JavaScript, offering training in classroom, recorded video, and live web-based formats. You can follow Simon Roberts here: https://www.linkedin.com/in/simonhgroberts/ Skill Level: Beginner to Intermediate Learn How To: Structure a Java source file Declare and use packages Build and execute your code from the command-line Use operators and expressions Use conditional and loop structures Declare simple classes and instantiate objects Understand garbage collection Who Should Take This Course: Programmers and IT professionals wishing to transition to the Java Programming Language. Anyone wanting to learn the Java Programming Language in more detail, for example for an interview or examination, whether academic or professional. Course Requirements: A working knowledge of programming, not necessarily in the Java language 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: A...
    Note: Online resource; Title from title screen (viewed June 8, 2021) , Mode of access: World Wide Web.
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    Getting Started with O’Reilly (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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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    Packaging Machine Learning Models with Docker (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One of the important aspects of MLOps, also known as Machine Learning Operations or Operationalizing Machine learning, is to package ML models. How exactly do you package ML models? In this video I show you exactly what that means, and go through the process of packaging an ONNX model taken from the ONNX Model Zoo. I end up with a docker container that can be shared, exposing an API that is ready to consume and perform live predictions for sentiment analysis. Topics include: * What are the concepts behind packaging Machine Learning Models * Create a sentiment analysis API tool with Flask * Define dependencies and a Dockerfile for packaging * Create a container with an ONNX model that can be deployed anywhere with an HTTP API A few resources that are helpful if you are trying to get started with SBOMs, generating them and using them to capture vulnerabilities: * The RoBERTa ONNX Model * Schema labeling concetps for Docker containers * The Practical MLOps code respository full of examples
    Note: Online resource; Title from title screen (viewed May 27, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Mark Treveil on MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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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    Meet the Expert : Josh Biggley and Destiny Bertucci on Observability and Monitoring (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This edition of Meet the Expert is sponsored by New Relic Has observability killed monitoring? Today the rearview understanding that monitoring provides no longer suffices. You need to know how your systems are performing right now. In this Meet the Expert with seasoned IT/ops practitioners Josh Biggley and Destiny Bertucci, explore the state of performance monitoring today. They’ll share their insights along with new research data that exposes why monitoring is being replaced by full-estate observability. Join in to learn what's needed for complete observability—and see how to get started. Recorded on March 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 March 25, 2021) , Mode of access: World Wide Web.
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    Maximum Privacy with End-to-End Encryption : Learn to Keep Communications Private (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270349
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Privacy is essential for individuals and democracy as a whole – and the only real way to achieve this is with strong encryption. The target audience for this video is anyone who wants to keep their communications truly private. This could be personal information or intellectual property – the solutions are the same. After viewing this video, you will understand: Why privacy is important, not just for individuals but for democracy and society The basics of encryption and how it is essential for privacy The difference between data at rest and data in motion How data travels between computers/devices on the internet The trade-offs between security, convenience, and cost How to set up truly secure and private communications What You Will Learn Define privacy and why it’s so important Discover how the internet really works Gain an understanding of cryptography and encryption Set up secure email, messaging, and file sharing Enable secure and private web browsing (HTTPS, VPNs, and DNS over HTTPS) Who This Video Is For Anyone who wants to keep their communications truly private.
    Note: Online resource; Title from title screen (viewed April 6, 2021) , Mode of access: World Wide Web.
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    CSS for Everybody : From Beginner to Boss (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071949
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Make websites that look beautiful and work on any device types About This Video Learn CSS from the basics to build aesthetically pleasing web pages Learn advanced features in CSS such as animations and transitions Build responsive web pages that look amazing on any device In Detail In the first section of the course, we’ll learn about CSS syntax, how to style certain HTML elements using CSS selectors, changing the text on our page, using different colors, changing default link styling, adding background images, working with borders, changing heights and widths of elements, changing spacing with margins and paddings, and making parts of your page see-through. In the second section, we’ll apply everything we learned in CSS 101 and get our hands dirty with more advanced CSS. This includes understanding the display property, the box model, outlines versus borders, specific element positioning, advanced CSS selectors, pseudo selectors and pseudo-elements, transitions, animations, flexbox, and CSS grid. In the final section, we’ll learn about responsive web design. This is how we make websites look great on all devices, including phones, tablets, laptops, desktops, TVs, and more. We’ll also dive right into media queries and what mobile-first means and why it’s important. Then we’ll make images and video embeds responsive. And we’ll finish the course with a final project where you make a flexbox (or CSS grid) page layout and then transform it into a responsive website so that it looks amazing on smaller devices, such as a phone.
    Note: Online resource; Title from title screen (viewed March 26, 2021) , Mode of access: World Wide Web.
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    Evaluating Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 2 (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 4 Hours of Video Instruction vDescription Code-along sessions move you from introductory machine learning concepts to concrete code. Overview Machine learning is moving from futuristic AI projects to data analysis on your desk. You need to go beyond following along in discussions to coding machine learning tasks. These videos show you how to turn introductory machine learning concepts into concrete code using Python, scikit-learn, and friends. You learn about the fundamental metrics used to evaluate general learning systems and specific metrics used in classification and regression. You will learn techniques for getting the most informative learning performance measures out of your data. You will come away with a strong toolbox of numerical and graphical techniques to understand how your learning system will perform on novel data. About the Instructor Mark Fenner, PhD, has been teaching computing and mathematics to diverse adult audiences since 1999. His research projects have addressed design, implementation, and performance of machine learning and numerical algorithms, learning systems for security analysis of software repositories and intrusion detection, probabilistic models of protein function, and analysis and visualization of ecological and microscopy data. Mark continues to work across the data science spectrum from C, Fortran, and Python implementation to statistical analysis and visualization. He has delivered training and developed curriculum for Fortune 50 companies, boutique consultancies, and national-level research laboratories. Mark holds a Ph.D. in Computer Science and owns Fenner Training and Consulting, LLC. Skill Level Beginner to Intermediate Learn How To Recognize underfitting and overfitting with graphical plots. Make use of resampling techniques like cross-validation to get the most out of your data. Graphically evaluate the learning performance of learning systems Compare production learners with baseline models over various classification metrics Build and evaluate confusion matrices and ROC curves Apply classification metrics to multi-class learning problems Develop precision-recall and lift curves for cla...
    Note: Online resource; Title from title screen (viewed April 23, 2021) , Mode of access: World Wide Web.
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    Data Understanding and Data Visualization with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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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    Continuous Security on AWS (The DevSecOps on AWS Series) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Almost 4 Hours of Video Instruction Create a continuous security posture by defining all your AWS security and compliance as code, and run in a continuous delivery workflow with every change using services and tools such as AWS CloudFormation, AWS CodePipeline, and many others. Overview In this course, you will learn how to use AWS services, which provide the ability to create an end-to-end continuous security solution. These services include AWS CloudFormation, AWS CodePipeline, Amazon EventBridge, AWS Lambda, AWS Step Functions, AWS Organizations, AWS Security Hub, Amazon GuardDuty, AWS Config Rules, Amazon Inspector, AWS Secrets Manager, Amazon VPC, Amazon Macie, and AWS Audit Manager--among many others. You will learn how to use a combination of these services to apply key design principles for security and build continuous security solutions within your software systems. Throughout the course, you will see working examples of how to automate security using AWS services. About the Instructor Paul Duvall is a founder and former CTO of Stelligent--a Premier Consulting Partner with the DevOps and Security Competencies. He holds multiple AWS certifications including AWS Certified Security - Specialty. He has architected, implemented, and managed software and systems solutions for over 20 years. He is principal author of Continuous Integration: Improving Software Quality and Reducing Risk (Addison-Wesley, 2007), a 2008 Jolt Award winner. He is also the author of many other publications, including the videos Continuous Compliance on AWS and Continuous Encryption on AWS , and Continuous Security on AWS , which are part of Addison-Wesley's DevSecOps on AWS Series. He hosted the “DevOps on AWS Radio” podcast for over three years. He enjoys blogging and speaking on all topics related to DevSecOps, Serverless, and AWS. You can find his blog posts and other content at paulduvall.io . Skill Level Intermediate to Advanced Learn How To Apply key design principles for security Apply event-based design patterns for security Utilize AWS Developer Tools for DevSecOps Use AWS CodePipeline and AWS CloudFormation to model continuous security workflows Define your AWS Organizations as code using org-formation Automate detective controls using AWS CloudFormation, AWS Security Hub, AWS Config Rules, and Amazon Inspector Protect network and host-level boundaries with Amazon VPC Perform data classification using AWS CloudFormation and Amazon Macie Cre...
    Note: Online resource; Title from title screen (viewed March 19, 2021) , Mode of access: World Wide Web.
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    AutoML with Apple CreateML (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    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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    EMERGENCY! Debugging Python Code in One Hour (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to debug Python code quickly! Topics include: * Continuous Integration * Python Debugger: PDB * Debugging with print statements * Debugging with IPython * Using pylint and pytest to debug code
    Note: Online resource; Title from title screen (viewed April 14, 2021) , Mode of access: World Wide Web.
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    Effective Python Exceptions (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Python exceptions are exceptional at helping your program take decisions. It is natural to feel the urge to catch them all and ignore them. But powerful programs can be created by learning how to leverage them in order to make robust scripts and take your coding skills to the next level. In this video, I cover several techniques that will help you improve your exception handling. Topics include: * Create a script that uses exception poorly, and then improve it * Slowly clean up broad catching exceptions to improve the script * Learn how to produce better errors from exceptions * Leverage other tools like logging to produce meaningful errors and tracebacks while keeping messages clean Follow along the repository to continue using more examples: https://github.com/alfredodeza/exceptions/
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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    Multipeer Connectivity in Xcode : Creating a Chat App for iOS (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271278
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create a simple chat app for iOS using the Multipeer Connectivity framework. Multipeer Connectivity is an important development in the latest iOS. Using this framework, you’ll provide users an interactive way to communicate and exchange data between each other. You'll see how to set one of the users as the host, and allow other users to join the hosted chat. Then each participant will be able to send a message in a shared room between all of the users. You’ll achieve this by implementing the Multipeer Connectivity framework, setting up the room protocols, and creating pathways for the exchange of data with users in the room. Learn how to create multi-screen apps; save simple data, such as a person’s screen name, indefinitely; and add a few storyboard elements, such as buttons and textfields. Finally, this video gives you a skeleton for creating other apps, such as a multiplayer game linked between different devices. What You Will Learn Create basic Xcode projects for iOS Implement the Multipeer Connectivity framework Create host and guest functionality and exchange data between devices Who This Video Is For Developers with more advanced skills in Xcode and Swift.
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Hour : DevSecOps with Patrick Debois (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on Kubernetes with Sam Newman and longtime DevOps pro Patrick Debois. They’ll discuss DevSecOps best practices, how to develop a security-focused approach to your organization’s software development, and the trends that are impacting your organization’s deployment practices and culture—along with insights intended to help you learn how to approach the most challenging aspects of building and managing evolving software needs. What you'll learn-and how you can apply it Explore the origins of DevSecOps Understand why DevSecOps is 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 Patrick Debois your questions about using DevSecOps. You’re looking for ways to use DevSecOps to support your production goals. You want to become well versed in the foundations and best practices of pipeline creation and deployment. Prerequisites Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read DevOpsSec (report) Watch Spotlight on Cloud: DevSecOps Lessons Learned with Zane Lackey (video, 58m) Read Securing DevOps (book) Watch “ Security Is Everybody’s Job ” (recorded Superstream session with Tanya Janca) Read “ Welcome to the Agile Revolution ” (chapter 3 in Agile Application Security)
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
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    jQuery for Application Development : From Fundamentals to jQuery Projects (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801817004
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Complete this course and immediately start using your new jQuery skills in your everyday development work. About This Video Learn about loading remote data with jQuery Understand how to work with forms using jQuery Understand jQuery callback functions In Detail jQuery remains the most popular client-side development library on the web. Designed to do some of the heavy liftings in JavaScript, you’re going to find the jQuery library used in millions of sites. While it’s not the newest JavaScript library, jQuery remains the most deployed. It’s a “need-to-know” item if you’re on the road to becoming a web developer, client-side engineer, or another type of development pro. The videos included in this course are short and to the point, without a lot of extra unneeded fluff. This course covers it all—from the basic jQuery syntax, simple through complex selectors, jQuery Ajax, jQuery UI, and much more. There are even a couple of complete jQuery projects included for you to test your skills after you’ve learned the fundamentals. On completing this course, you will be able to create applications on your own.
    Note: Online resource; Title from title screen (viewed April 30, 2021) , Mode of access: World Wide Web.
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    Building an Interpreter from Scratch (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071338
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build and understand a full programming language semantics. About This Video Learn about basic expressions and variables in interpreters Learn about functions and functional programming Learn about object-oriented programming In Detail How do programming languages work under the hood? What's the difference between compiler and interpreter? What is a virtual machine and JIT-compiler? And what about the difference between functional and imperative programming? There are so many questions when it comes to implementing a programming language! In this course, we will learn about compilers and AST interpreters and virtual machines. We will further explore basic expressions and variables in interpreters and learn about variables and environments. We will also explore built-in and native functions, user-defined functions, and call stack and recursive calls. Lastly, we will learn about OOP, class inheritance, and code isolation. By the end of the course, we will implement a full AST interpreter for our programming language.
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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    Scraping Websites with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    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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    MLOps for Edge AutoML with Google AutoML Vision (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    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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    Introduction to Software Bill of Materials (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: What is an SBOM (Software Bill Of Materials) and why should you care? An SBOM is a critical cybersecurity component to keep track and catalog what is installed (and at what versions) in production environments. With recent cybersecurity threats, SBOMs play an important role to implement a remediation strategy when threats and vulnerabilities are reported. Without an SBOM, it is borderline impossible to detect what exactly is released into production, and what may be vulnerable today. Topics include: * Understand the concepts behind an SBOM * Create an SBOM and use different output formats like CycloneDX to import into other systems * Use an SBOM to detect CVE and other vulnerabilities associated with installed software * Capture information about pre-installed system dependencies and nested dependencies * Use CycloneDX and other machine-readable formats like JSON to import outputs into other systems A few resources that are helpful if you are trying to get started with SBOMs, generating them and using them to capture vulnerabilities: * A simple, user-friendly SBOM generator: Syft * A fast vulnerability matcher that uses SBOMs as input: Grype * The CycloneDX format
    Note: Online resource; Title from title screen (viewed May 18, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Jim Kalbach on New Directions in Mapping Experiences (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Over the past decade, mapping experiences—a design and marketing technique that attempts to capture an experience in a diagram—has entered the mainstream. Stakeholders are now asking for things like customer journey maps by name, even if they don’t know exactly what they’re requesting. To keep up with demand, the field, along with associated areas such as experience design, service design, and customer experience management, is maturing quickly, bringing with it a number of necessary changes. Join us for this edition of Meet the Expert with Jim Kalbach. You’ll get an overview of experience mapping fundamentals and explore five trends shaping the field today: facilitation as a core part of mapping, increased focus on multichannel experiences, the rise of mapping as a management activity, the inclusion of employee experience, and the application of experience mapping outside of commercial settings. What you’ll learn and how you can apply it By the end of this live show, you’ll better understand: Core concepts in mapping experiences Key trends and changes to the field The future outlook and where the field might be heading This course is for you because… You want to learn about the fundamental shifts that are transforming the business landscape and customer needs. You want to stay current in new skills related to customer journey mapping, service blueprinting, and similar techniques. Recommended follow-up: Read Mapping Experiences , second edition (book), especially chapter 11, “ Customer Journey Maps ” Read Rapid Techniques for Mapping Experiences (report)
    Note: Online resource; Title from title screen (viewed June 2, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Hour with Sam Newman : Microservices and Ops with Chris O'Dell (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on Kubernetes with Sam Newman and Chris O’Dell. They’ll discuss the tools you need to succeed with a microservices-style architecture, how to handle the challenges in deployment, and the trends that are impacting your organization’s deployment practices and culture. What you'll learn-and how you can apply it Explore the origins of microservices and why they’re needed Understand the challenges you may encounter implementing microservices See what’s coming next for infrastructure and ops This training course is for you because... You’re looking for ways to improve monitoring of your microservices to support your production goals. You want to become well versed in the foundations and best practices of pipeline creation and deployment. Prerequisites Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Building Microservices , second edition (book) Read Microservices: Up and Running (book) Read SRE with Java Microservices (book)
    Note: Online resource; Title from title screen (viewed June 2, 2021) , Mode of access: World Wide Web.
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    Continuous Compliance, Encryption, and Security on AWS (The DevSecOps Series on AWS) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Overview Continuous Compliance, Encryption, and Security on AWS is a series of video courses that will help you use AWS services to define compliance and encryption as code, and to create an end-to-end continuous security solution. These services include AWS Config Rules, Amazon EventBridge Rules, AWS CloudFormation, AWS CodePipeline, AWS Lambda, AWS Key Management Service, AWS CodeCommit, AWS CodeBuild, AWS Step Functions, AWS Organizations, AWS Security Hub, Amazon GuardDuty, Amazon Inspector, AWS Secrets Manager, Amazon VPC, Amazon Macie, AWS Audit Manager, and many others. You will learn how to use a combination of these tools to prevent, detect, encrypt, and remediate noncompliant resources in your software systems. The videos in this series will also help you apply design principles for security and build continuous security solutions. Paul Duvall has multiple AWS certifications including AWS Certified Security - Specialty. He has architected, implemented, and managed software and systems solutions for more than 20 years. Throughout the series, you will have the opportunity to work along with Paul as he demonstrates how to automate the provisioning, encryption and security of these services, and how to include them as part of a deployment pipeline using AWS CloudFormation and AWS CodePipeline. Courses include Continuous Compliance on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Continuous Encryption on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Continuous Security on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Skill Level Intermediate to Advanced Learn How To Apply key compliance, encryption, and security concepts on AWS. Use AWS services and tools to automate compliance, encryption, and security into your software delivery process. Who Should Take This Course Software developers and security and compliance professionals who want to integrate compliance, encryption, and security into every facet of the software development and delivery process. Professionals with a working knowledge of AWS and programming experience who want to make compliance, encryption, and security ubiquitous across their systems. Course Requirements Working knowledge of AWS (for example, 1-2+ years working with AWS). Knowledge of AWS CloudFormation. Practical experience with high-level programming experience, such as Python, Java, Node.js, etc. is helpful. About the Author Paul Duvall was a founder and CTO of ...
    Note: Online resource; Title from title screen (viewed June 8, 2021) , Mode of access: World Wide Web.
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    Advice for Working Dads (2021)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781663712974
    Language: English
    Pages: 1 online resource (13428 pages)
    Edition: 1st edition
    DDC: 306.874/2
    Keywords: Audiobooks ; Audiobooks ; Livres audio ; Audiobooks
    Abstract: Gone are the days when fathers were expected to put work first and family last. Today, men worldwide are redefining fatherhood and finding greater fulfillment both at work and at home. But old ways die hard. Many managers prefer the status quo, and fathers aren't finding the support and flexibility they need from their employers. Dads still feel pressure to downplay or hide their involvement in their children's lives. And even as more men step up as parents, across every level of society the burdens of parenting and running a household still fall unfairly on women. Fatherhood is one of the toughest jobs and the biggest responsibility you'll ever take on. Advice for Working Dads will teach you how to balance and integrate work and parenthood, how to navigate the common pitfalls at work, and how to find success when you're taking on twice as much-for the good of your family. This volume will help you: navigate workplaces and bosses that want you to forget you're a parent; spend your time at work and at home more purposefully; make time for yourself, your friends, and your hobbies; set reasonable expectations and limits in the always-on work culture; communicate better with your spouse or partner about careers, parenting, and housework; get the paternal leave you and your family need; set your family up for success; and more.
    Note: Online resource; Title from title page (viewed June 8, 2021) , Mode of access: World Wide Web.
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    Scaled Forecasting with Python and R : With Forecasting for Several Different Types of Models and Time Series (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    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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    Learn GCP Cloud Functions in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    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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    Python GPU Programming in 5 Minutes (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to do GPU programming in Python in Five Minutes
    Note: Online resource; Title from title screen (viewed January 12, 2021) , Mode of access: World Wide Web.
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  • 154
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    Selenium Python Automation Testing from Scratch and Frameworks (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800567733
    Language: English
    Pages: 1 online resource (1 video file, approximately 16 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn Python programming and Selenium Python automation from basic to advanced level About This Video Get complete knowledge on Python Automation using Selenium WebDriver Implement Python test automation frameworks from scratch with all the latest technologies Work on live websites to understand the Selenium Python Application Programming Interface (API) methods In Detail Python is a popular choice for implementing Artificial Intelligence and web security in any application. This made the Quality Assurance (QA) industry to shift its focus to Python for implementing test automation to support AI projects. This course will help you to perform testing with Python automation using Selenium WebDriver. The course begins with the installation process of Python and Selenium. Next, you will cover the basics of Python and move on to grasp the important topics that will help you to write flawless programs in Python. Moving ahead, you will run tests in different browsers with the help of the Selenium Python package. Next, you will run a unit test in Pytest testing framework and develop an end-to-end Selenium Python framework from scratch. Then, you will integrate the Selenium Python framework into the Jenkins Continuous Integration (CI) tool and read and write data from Excel to Selenium Python framework. Towards the end, you will get an overview of the version control system in Git, and tips for passing your job interview. By the end of this course, you will be able to use Python and Selenium for performing automation testing of applications.
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
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    Python Object-Oriented Programming : Hands-on for Beginners [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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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    Nmap for Penetration Testing : From Beginner to Advanced [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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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    Meet the Expert : Jennifer Yang on Applying Machine Learning Techniques for Data Quality Management (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Traditional rule-based data quality management methodology is costly and hard to scale in the big data environment. It requires subject matter experts within business, data and technology domains. Machine learning techniques for data quality management enable cost-effective and scalable ways to manage data quality for a large amount of data. This presentation will discuss a use case that demonstrates how machine learning techniques can be used in data quality management on a big data platform in the financial industry. Join us for this edition of Meet the Expert with Jennifer Yang to learn how machine learning techniques can be used in the data quality management processes in the financial industry. Jennifer will describe: Results of applying various machine learning techniques in the four most commonly defined data validation categories will be presented. Approaches to operationalize the machine learning data quality management solution. Lessons learned will be discussed to help the audience take on their own data quality management journey using machine learning techniques. 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 January 20, 2021) , Mode of access: World Wide Web.
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    Data Structures and Algorithms : The Complete Masterclass (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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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    Apache Kafka A-Z with Hands-On Learning (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077569
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In just 10 hours, learn how to handle real-time data feed using Apache Kafka open-source messaging About This Video Become familiar with the design of Kafka and its use cases Design and introduce the Kafka group in single-hub and multi-hub arrangements Execute a Kafka consumer and Kafka producer using real-time streaming information In Detail Do you want to learn Apache Kafka to store and process multiple, nonstop streams of information faster? Or do you want to prepare for the Apache Kafka certification exam? This course is an ideal resource to learn Apache Kafka and to reach your goals. The course starts with an introduction to big data and Apache Kafka. Next, you will get into the details of a Kafka producer and consumer and grasp the techniques to tune the performance of Kafka operations. Moving along, you will explore the Kafka architecture and learn how to administer Kafka effectively. Next, you will learn to monitor server, infrastructure, and application and understand how the Schema Registry works in Kafka. Later, you will get to grips with Kafka Streams and Connectors and learn the process of integrating Kafka with Apache Storm, Spark, and Flume. Towards the end, you will learn how to perform various admin tasks using the admin clients and uncover useful tips to secure Kafka. By the end of this course, you will have developed the Kafka skills needed to handle real-time data feed and to pass the Apache Kafka certification exam.
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
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    Learn Python Command-line tools in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started building powerful Command-line Tools with Python. From a single file with no dependencies to packaging and publishing your tool on the Python Package Index. Everything you need to know to get up and running quickly to create Python command-line tools. Topics include: * An introduction to Python scripts and Python packaging * Declare dependencies and package your script for installing and sharing. * Use argparse or upgrade to a more powerful framework like Click * Add flags, options and arguments to fine-tune and control your command-line tool
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
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    Python Devops in TWO HOURS! (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Python Devops in TWO HOURS!
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
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    The Simplest Guide™ to Project Management and PMI-PMP Certification Exam (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079846
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn project management in the most effective and easy way, through visually seeing every concept About This Video Learn project management through simple pictures and visual illustrations to remember better Gain an understanding of the best practices of project management Learn to create project artifacts during the different phases of the project In Detail In this course, we will begin by understanding the basics of project management and some fundamental concepts related to it. We will then learn how to master the coordination of all elements by understanding expert techniques of integration management, such as project charter, project management plan, and integrated change control. Managing all stakeholders involved in a project is a crucial aspect of project management. In this course, we will learn how to manage key stakeholders effectively, thus reducing the risk involved in the project. Any project is bound to meet obstacles if the scope of the project is not identified correctly before the project commences. This course teaches you the best practices to identify the scope correctly and manage schedules, such that your project does not overshoot its costs. Finally, you will learn how to plan your project such that the quality of the project is not compromised and all risks are accounted for before the project begins. By the end of this course, you will be able to pick up any project and apply industry best practices, and move the project towards completion.
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
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    Performance Optimization for OLAP Workloads in SQL Server : Designing Efficient Processes for Collecting and Managing Large Analytic Data Sets (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    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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    Infrastructure & Ops Hour : GitOps (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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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    Certified Kubernetes Administrator (CKA), 2nd Ed (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 11 Hours of Video Instruction Certified Kubernetes Administrator (CKA) Complete Video Course provides 11 hours of video instruction for IT professionals—including IT Administrators, DevOps Engineers, Software Developers, IT Architects, and Hybrid Cloud Administrators—preparing to take the CKA exam, which requires an in-depth knowledge of how to develop, create, manage, store, and troubleshoot Kubernetes applications. Overview Certified Kubernetes Administrator (CKA) Complete Video Course provides 11 hours of video instruction for IT professionals—including IT Administrators, DevOps Engineers, Software Developers, IT Architects, and Hybrid Cloud Administrators—preparing to take the CKA exam, which requires an in-depth knowledge of how to develop, create, manage, store, and troubleshoot Kubernetes applications. The course includes labs, demonstrations, and lightboard explanations by Sander van Vugt, who has presented on dozens of Linux and Kubernetes courses. He introduces containers and Kubernetes, and moves through the process of creation, managing, and storing applications. He provides labs on setting up and managing clusters, and you'll also learn how to troubleshoot Kubernetes applications and cluster nodes. Sander shows how to manage deployments, services, ingress, setting up storage, and walks through key troubleshooting scenarios. He ends the course with a sample exam for the user to practice before taking the real thing. Topics include: Module 1: Getting Started Module 2: Managing Pods and Deployments Module 3: Managing Kubernetes Clusters Module 4: Sample Exam About the Instructor Sander van Vugt has been teaching Linux classes since 1995 and has written more than 60 books about different Linux-related topics, including the best-selling RHCSA-RHCE 7 Cert Guide. Sander is also the author of more than 25 video courses, including Kubernetes Fundamentals . He teaches courses for customers around the world, and is also a regular speaker on major conferences related to open source software. Sander is also the founder of the Living Open Source Foundation, a non-profit organization that teaches open source to talent in different African countries. Skill Level Beginner/Intermediate Learn How To Best prepare to pass the Certified Kubernetes Application Developer (CKA) Exam Create a Kubernetes cluster Manage Pods and Deployments Manage Pod Storage and Networking Work with Ingress Work with the API Add custom resources Manage ...
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Spring Boot Fundamentals : Building Java-Based Microservices and Enterprise Native Cloud Applications (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270660
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will develop a foundation for creating Java-based, enterprise-ready, cloud applications and microservices using the Spring Boot micro-framework and all its cool features, from zero configuration files to faster development to easy deployment. In this video, you'll walk through the nuts and bolts of Spring Framework 5 and Spring Boot, then dive into the web application development tier that Spring Boot offers. Next, you'll go over data access, data persistence, and reactive data programming. Next, you'll cover testing, security, and messaging using Spring Boot. Furthermore, you'll see the new tools and features in Spring Boot to take your applications further including Actuator, Micrometer, Prometheus, and Grafana. Finally, the video concludes on native cloud application development, integration, and deployment onto the cloud with Kubernetes and more. After learning with this video, you'll come away with the know-how to build your first complete complex application with Spring Boot. What You Will Learn Get a survey of the Spring Boot micro-framework Do web development with Spring Boot See how data access and persistence works using Spring Boot Work with WebFlux and reactive data Use Boot's Actuator, Micrometer, Prometheus, and Grafana Develop and deploy native Java cloud applications in Spring Boot Who This Video Is For Those who have prior Java programming experience who may be new to Spring Boot.
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
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    World of Computer Networking (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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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    Wix Web Development [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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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    Strata Data Superstream : Data Science Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Big data has been with us now for over 10 years, and in that time the tools and techniques have evolved. If youâ??re new to working with data or looking to understand the latest and greatest, these sessions are the perfect way to become part of the conversation. Youâ??ll learn how AI and the cloud have impacted how we grapple with ever-growing datasets and get better insight and products. About the Strata Data Superstream Series: This four-part series of half-day online events gives attendees an overarching perspective of key topics that will help your organization maximize the business impact of your data. What you'll learn-and how you can apply it Understand the problems the modern data stack helps solve today and get a glimpse of where weâ??re headed Get an overview of AI and machine learning and see how they can improve your data science work Learn how to present your data clearly and articulately This Superstream is for you because... You want to learn how data science works and understand its impacts, whether youâ??re swimming in data or just dipping in a toe. You need to know the trends in data workflows, techniques, and tools. Youâ??re interested in learning the role AI can play in your data analysis and want to find out where to start. You want to learn how to best present your data to outside stakeholders. Prerequisites: Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommend follow-up: Read Data Science from Scratch (book) Read Fundamentals of Data Visualization (book) Read Introduction to Machine Learning with Python (book)
    Note: Online resource; Title from title screen (viewed February 11, 2021) , Mode of access: World Wide Web.
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    Mastering Data Science and Machine Learning Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074704
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the basic concepts of data science and machine learning and learn how to implement these concepts successfully in the real-world About This Video Learn the fundamentals of data science, machine learning, and data mining Learn interesting techniques to evaluate a machine learning model Discover the best practices to solve real-world problems using machine learning In Detail Machine learning is the key to development in many areas, such as IT, security, marketing, automation, and even medicine. Without machine learning, it is impossible to build intelligent applications and devices, such as Alexa, Siri, and Google Assistant. This course will help to get familiar with data science and machine learning. The course starts with an introduction to data science, explaining different terms associated with it. You will also become familiar with machine learning and data science modeling and explore the key differences between model parameters and hyperparameters. Next, you will become familiar with the concepts of machine learning models, such as linear regression, decision trees, random forests, neural networks, and clustering techniques. Towards the end, you will learn how to evaluate machine learning models and learn the best practices to succeed in your data scientist role. By the end of this course, you will have a solid understanding of data science and machine learning fundamentals.
    Note: Online resource; Title from title screen (viewed January 18, 2021) , Mode of access: World Wide Web.
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    Mastering Bash Shell Scripting : Automate your daily tasks [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801070607
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Discover how to write and use bash shell scripts to supercharge your productivity About This Video Get to grips with the features of a bash shell Learn the best practices for running, scheduling, and debugging shell scripts Get ready to write flawless scripts to automate repetitive tasks In Detail Do you want to learn bash shell scripting for automating repetitive tasks, running multiple commands simultaneously, and customizing administrative tasks? This video course will help you to achieve the above goals by making you a master in bash shell scripting. The course starts with the basics of bash shell scripting, explaining the use of variables, functions, and operators. Next, you’ll customize the shell environment and understand the role of flow control statements in shell scripting. Moving along, you’ll explore the techniques of file processing and learn how to parse command-line arguments. Next, you’ll learn how to run, schedule, and debug scripts. Towards the end, you’ll get a quick tour of Linux commands and standard I/O concepts, and get an overview of projects that you’ll be working on to encapsulate your learning. By the end of this course, you’ll gain a solid understanding of bash shell scripting and develop the skills needed to automate your daily computing tasks.
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
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    Big Data for Architects (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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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    Github Actions and GitOps in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Github and Github Actions in this introductory video to GitOps concepts, by building a container, setting some Github Actions to prevent problems, and finally, push to DockerHub in a fully automated way. These concepts are critical to get automation best-practices in place with Github. Particularly useful when collaborating with others and trying to run automated checks on Dockerfiles and git repos. Topics include: * Create a new Github repository * Enable Github Actions checks and steps for a new repository. * Find a Github Action to lint and check a Dockerfile to prevent issues before merging on pull requests. * Add Github Secrets and reuse them in a Github Action * Validate that a container builds correctly, and automatically push to dockerhub
    Note: Online resource; Title from title screen (viewed February 12, 2021) , Mode of access: World Wide Web.
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    AWS Machine Learning Certification In ONE HOUR (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Machine Learning Certification In ONE HOUR!
    Note: Online resource; Title from title screen (viewed January 23, 2021) , Mode of access: World Wide Web.
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    Web Application Hacking with Burp Suite (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079419
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn essential techniques with Burp Suite to detect vulnerabilities that cause web applications to be compromised About This Video Learn how to find and exploit common vulnerabilities with Burp Learn how Burp Suite can help automate attacks Learn using hands-on examples In Detail Burp Suite contains an array of penetration testing and vulnerability finder tools. It is mainly used to identify the vulnerabilities of web applications. In this course, you will learn essential techniques with Burp Suite to detect vulnerabilities that cause web applications to be compromised. The course starts off with demonstrating how to set up your project in Burp Suite. It also introduces the different modules included in the Burp Suite. You’ll learn to identify information disclosure vulnerability and expose sites leaking sensitive information. You’ll also learn about insecure decentralization vulnerability and how this can be exposed. Web applications use WebSocket to communicate with the user. Testing web sockets for vulnerabilities is also covered in this course. You’ll also learn how to simulate the directory traversal attack and read files that are running. Finally, you will learn about some other attacks such as the external entity injection (XXE), cross-site scripting (XSS), and SQL injections. With this, you will have all the skills in your arsenal to test web applications.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Unity Android 2021 : Build 7 Games with Unity and C# (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074490
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build 7 exciting games that will help you master Android game development using Unity and C# About This Video Gain the skill of creating ready-to-publish Android games by mastering the fundamentals of C# and Unity Develop the practical experience required to craft fully-featured Android games by building 7 exciting games as you go along Understand how to make the most out of the games you'll build by learning how to monetize them using different types of ads In Detail For game developers, the Android Play Store is no longer an evolving market but an established one. With the rise in competition, the climb to the top of the charts continues to get steeper. Hence, it is important to build high-quality games that are backed by a powerful gaming engine. One of the best cross-platform gaming engines that facilitates the creation of such high-quality games is Unity. Unity is free, easy to learn, and has excellent documentation. Moreover, it is battle-tested since some of the most popular Android games have been built using Unity. Unity Android 2021: Build 7 Games with Unity and C# is designed to teach you how to build Android games using this engine. Suitable for beginning programmers, this course starts by walking you through the installation steps of Unity and Android SDK. You will then build your first Android game followed by a walkthrough of the fundamentals of C# scripting with Unity. Throughout the course, you will build 7 example games with Unity, thus learning the process of creating mobile Android games using a hands-on practical approach. Once you have built these games, you will also learn how to monetize games with various types of in-game ads. Completing the course will give you the skills to create fully functional, ready-to-publish Android games that leverage the power of Unity.
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
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    The Simplest Guide™ to SAS Programming | Base SAS | Advanced SAS (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077293
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A comprehensive, simple, and visual guide to data analysis using SAS programming, this course is simplified into 4 main areas: data preparation, data structuring, data visualization, and optimizing code using powerful SAS macros. About This Video A guide to the two SAS certification exams: SAS Base and SAS Advanced This course uses the SAS University Edition that is free to download and install on a PC or Mac Quiz and practice tests after each section are included In Detail This course is for absolute beginners as well as advanced users who wish to learn SAS programming. Delivered in a highly visual style, these immersive lectures will equip you with the cutting-edge tool used in many industries, primarily in pharma, finance, and insurance areas. Simplified into just 4 main areas, this course is an accelerated path to learning SAS programming. Data preparation will teach you how to import data from multiple sources, create new variables, write SAS functions, and understand what goes on behind the scenes in SAS datasets. Data structuring will make you leap into transforming data to a new level by merging and joining multiple datasets together, or turning them upside-down (sorting) and sideways (transposing). Data visualization will propel you further into the world of analytics and obtain insightful inferences from what is inside your data. The fourth and final section, Optimizing code, will take you into the world of macro programming that teaches you how to write your code professionally and elegantly. At the end of the course, you will try out most concepts discussed in this course through a coding exercise that will take you through the 4 sections in preparation for your own SAS certification.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Software Architecture Hour : Architecture and AI with Tariq King (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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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    Next Level Python (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 7+ Hours of Video Instruction While Python is a great beginner language, you will need to know more than conditionals, functions, and loops to be a competent Python developer. This video lesson is meant as a follow-up to Arianne’s Introduction to Python LiveLessons course. In it, you will learn essential skills to become a proper Python developer, like using external libraries, managing project environments, handling exceptions, and making HTTP requests. By the end of this lesson, you will have created a web scraper in Python that gathers data from a website and outputs it into a CSV formatted file. You will also be introduced to key software construction concepts like testing, debugging, and refactoring. Description Python was originally designed with learners in mind. It is also used by professional developers in a wide range of applications, such as web programming, data science, artificial intelligence, and DevOps. Python is the fastest growing, most widely used language, and aspiring developers want to learn. While Python is a great beginner language, you need to know more than conditionals, functions, and loops to be a competent Python developer. This video lesson is meant as a follow up to Arianne’s Introduction to Python LiveLessons course. In this LiveLessons, you learn essential skills to become a proper Python developer, such as using external libraries, managing project environments, handling exceptions, and making HTTP requests. By the end of the lessons, you will have created a web scraper in Python that gathers data from a website and outputs it into a CSV formatted file. Along the way, you will also be introduced to key software construction concepts like testing, debugging, and refactoring. The source code repository for this LiveLesson is kept at https://github.com/ariannedee/next-level-python-livelessons . About the Instructor Arianne Dee is a freelance software developer and educator from the University of British Columbia and an instructor for Canada Learning Code and MakerLabs in Vancouver, BC. Arianne’s Intro to Programming with Python LiveLessons (Addison Wesley) has received 5-star reviews Ar...
    Note: Online resource; Title from title screen (viewed March 5, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Barr Moses on Eliminating Data Downtime (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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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    Data Story Telling (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to tell stories with Data and then present those conclusions to Business Executives. Learn to use Colab/Jupyter Notebooks to build Data Science notebooks that tell a story. Topics include: * Effects of Intermittent Fasting, Sugar, Wealth and Real Estate Values on society * Visualizing data through Plotly graphs with 3D Interactive Visualizations of KMeans clustering * Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries * The role of the Matthew Effect on society. The Github Project is here: https://github.com/noahgift/data-story-telling
    Note: Online resource; Title from title screen (viewed March 13, 2021) , Mode of access: World Wide Web.
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    AWS Fargate for Flask Microservice in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    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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    The Complete Java Developer Course : From Beginner to Master (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075190
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the tips and tricks to become a proficient Java programmer and master the fundamentals of the language About This Video Master the fundamentals of Java programming, no matter your current level of coding skills Learn the theory behind the code and put it to practice right away Solidify your skills as a Java developer by building engaging portfolio projects In Detail Be it websites, mobile apps, or desktop software, Java remains one of the most popular programming languages around. With over 7.6 million developers using it worldwide, the surge of new programming languages has not dampened the demand for this 25+-year-old language. With an average Java developer in the US earning over $104,000 a year, Java programming skills are still highly sought after. This course is designed to teach you these skills from scratch, starting with JDK installation followed by the creation of your first program. Then, as you progress through the sections, you’ll start learning the core Java concepts such as control statements, arrays, strings, methods, objects, and more. In each of these sections, you’ll be building a unique, exciting project, thus ensuring you’re not just learning the theory but also practicing what you learned. Average of three, Mad Libs clone, and tic-tac-toe are just some of the projects you’ll be building in this course. To make sure you’ve mastered each line of code, there are practical hands-on coding challenges in every lecture. By the end of this course, you will have mastered the best tips, tricks, and theory behind the Java programming language. The hands-on nature of this course will ensure that you can readily apply your skills to real-world projects.
    Note: Online resource; Title from title screen (viewed March 31, 2021) , Mode of access: World Wide Web.
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    Scrum Fundamentals for Scrum Master and Agile Projects (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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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    Practical Splunk for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Description Hands-on approach to learning the Splunk platform to search, report, and visualize machine-generated data. Overview Practical Splunk for Beginners LiveLessons provides you with functional, hands-on instruction on how to create data intelligence from machine-generated data. About the Instructor Karun Subramanian is an IT operations expert focusing on modernizing monitoring and observability. With over 20 years of experience, Karun has helped numerous companies transform their IT operations ecosystem. His expertise includes log aggregation, time series databases, cloud infrastructure, and machine data analytics. He is a Splunk Certified Architect. Karun is the author of the book Practical Splunk Search Processing Language: A Guide for Mastering SPL Commands for Maximum Efficiency and Outcome . Skill Level Beginner to Intermediate Learn How To Search using Search Processing Language (SPL) Group and correlate events Perform statistical calculations from search results Visualize data using charts Create reports and alerts Create dashboards Use lookups to enhance search results Who Should Take This Course Users in IT Operations area who need to use Splunk for monitoring and troubleshooting their applications and infrastructure Application developers and architects will also find the course useful for analyzing application log files. Security professionals can make use of the course if they use Splunk as an SIEM platform Course Requirements Basic Linux commands Basic SQL queries Lesson Descriptions: Lesson 1: The Splunk Platform In this lesson Karun covers the basics of the Splunk platform. You learn what Splunk is and why organizations use it. He reviews the various components that make up the Splunk platform. He covers the role of a Splunk search head and an indexer. He also covers the practical ways Splunk can be utilized in your organization. Finally, Karun shows you how to install and set up Splunk in your own local environment. Learning is lot easier and fun when you have your own Splunk environment. By the end of the lesson you will have a good understanding of the Splunk platform, setting you up for more learning and effective use. Lesson 2: Search Processing Language This lesson dives into the Splunk Search Processing Language, also known as SPL, which is the backbone of the Splunk platform. Karun presents the Splunk search interface to you by walking you through the Splunk Web search and reporting a...
    Note: Online resource; Title from title screen (viewed July 7, 2021) , Mode of access: World Wide Web.
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    Oracle Primavera P6 PPM Professional Advanced Features (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801816182
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Primavera P6 Version 8 to Version 20, this module explains the differences between the versions About This Video Workshop on WBS (Work Breakdown Structure), LOEs (Level of Effort), and setting the baseline Workshop working on codes and User Defined Fields (UDF) Workshop on Global Change feature 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 advanced features of Oracle Primavera Project Manager P6 PPM Professional tool. You will start with exploring scheduling options and setting a baseline for the project. Then you will move to understand user preferences and admin preferences and explore other methods of organizing project data in Primavera. You will also look at managing the Enterprise environment of Primavera. The exciting features like “global change” and how to schedule multiple projects will help you a lot in managing your project smoothly. Finally, you will look at the utilities part of the Primavera tool in detail. By the end of the course, you will successfully learn the advanced features of Primavera Project Manager P6 PPM Professional tool.
    Note: Online resource; Title from title screen (viewed June 25, 2021) , Mode of access: World Wide Web.
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    Exam MS-100 Microsoft 365 Identity and Services Course (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811439
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Pass the MS-100: Microsoft 365 Identity and Services certification exam and take hands-on experience you need to help your clients migrate to Microsoft 365 Cloud. About This Video The ultimate training program to pass exam MS-100 Microsoft 365 identity and services The course covers all exam objectives, so you’ll be ready for any question on the exam Bite-sized videos to keep you attentive throughout, along with guided hands-on labs and demos In Detail This is a comprehensive course designed to help you pass the Microsoft 365 Identity and Services certification as well as give you a full understanding of the Microsoft 365 ecosystem. This exam certification focuses heavily on planning and configuring your Microsoft 365 deployment with a specific focus on: Designing and implementing Microsoft 365 services Managing user identity and roles Managing access and authentication Planning Office 365 workloads and applications Unlike other Microsoft training programs, this Microsoft 365 Identity and Services certification training course is a fully comprehensive course. This course comes with tons of hands-on labs and demos which means that in addition to passing the exam, you will be able to start building real-world cloud solutions for your clients. This course is aligned with the official Microsoft 365 Identity and Services exam guide. We start with some basic concepts and then move on to the core Microsoft 365 Identity concepts. Our approach is to build your knowledge from the ground up covering all core concepts and then moving on to more advanced topics. Even if you are a beginner, this training program introduces sections that will ensure you are brought up to speed and be able to take this course successfully. Note: Minor changes are expected soon based on the recent updates in the exam syllabus.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    CCNP Data Center Application Centric Infrastructure 300-620 DCACI (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    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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    Creating APIs with Python - Django REST Framework (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801815390
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Make RESTful web APIs for mobile applications and front-end JavaScript frameworks with JSON, XML, CSV, and authentication tokens About This Video Learn what REST APIs are and how to use them Create a Reddit clone with API calls to make and delete posts, vote on posts, and more Add API functionality to an existing Django project In Detail Django REST framework is a powerful and flexible toolkit for building web APIs. In this course, we'll be using the Django REST framework to create Python APIs. We’ll first learn what REST APIs are and how to use them. Then we’ll move on to creating a Reddit clone with API calls to make and delete posts, vote on posts, and more. Then, in section 3, we'll add API functionality to an existing Django project. In this case, we will use a Todo Woo project; you can practice with any of your existing Django projects. By the end of the course, you will be able to create APIs with Python using Django REST Framework.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Windows PowerShell Hands-On Training for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803245935
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Get to an advanced level and become efficient at work. Learn ways to automate your daily work using the advantages of Windows PowerShell scripting. About This Video Presents a nice introduction to PowerShell in an easy-to-follow approach with examples Managing system processes: get-process and stop-process Full of hands-on instructions, interesting and illustrative examples, clear explanations In Detail 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 scripting. It covers a wider list of topics such as why automation; how to launch Windows PowerShell as admin and non-admin; what is the execution policy; PowerShell help; PowerShell file read operations; PowerShell, Windows PowerShell, Microsoft scripting language; and PowerShell modules introduction and benefits. The course is intended to make people think in terms of automating small daily tasks using Windows PowerShell and improve work efficiency and then gradually move towards complex logical tasks.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    The Microsoft Excel Data Analysis Toolkit Bundle (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803239262
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A complete guide to the Microsoft Excel data analysis About This Video Learn how to merge data from various sources using VLOOKUP, HLOOKUP, INDEX MATCH, and XLOOKUP Learn how to create amazing looking dashboards using PivotTables Learn how to use Goal Seek, Scenario Manager, and Solver to fill data gaps in Excel In Detail In this four-course bundle, we look at a number of advanced Excel techniques all aimed at helping you make sense of the numbers in your business. In Excel for business analysts, you will learn to clean raw data and look at a number of tools and functions that can be used to conduct analysis. Finally, we move onto some more advanced techniques designed to aid forecasting and use existing data to predict future trends. In Advanced Excel 2019, you will gain an in-depth understanding of more advanced Excel features that delve into high-level consolidation, analysis, and reporting of financial information. Advanced PivotTables starts with a PivotTable refresher and then goes on to discuss advanced sorting, slicers, timelines, calculated fields, pivot charts, and conditional formatting. In Advanced Formulas, learn the Excel formulas and tools that enable you to perform complex tasks and analyses. Filtering a dataset, sorting using formulas, creating multi-dependent drop-down lists, 2-way look-ups, text extraction, dynamic chart titles, and XLOOKUP are a few of the exciting concepts covered in the course. By the end of the course, you will become an expert in data analysis with Excel.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    The Complete iOS 14 / iOS 13 Developer Course - and SwiftUI (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071246
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn iOS 14 development with Swift 5 + Xcode 12. Build apps, games (Instagram, Foursquare, and more), and also discover SwiftUI About This Video One year web hosting from Eco Webhosting Get 300$ worth of visuals to use in your app design Pass and get CCA Certification participation for Swift Level 1 and Swift Level 2 for free In Detail Do you know why application development with Swift is gaining a huge popularity? The reason being programming in Swift will bring down the cost of software development, the speed of implementation, and the possibility of further innovation. In this course, you are going to write real-life example apps, games, clones, and much more. You will learn and practice all details of Swift 5 and iOS development during these projects and challenges and will also get introduced to SwiftUI. The topics that will be covered are Swift 5 beginner to advanced techniques, layout, push notifications, Parse, Firebase, Cocoapods, OneSignal, maps, core data, JSON and API, Back4App servers, social media development, ML, augmented reality, games with Sprite Kit, SwiftUI, design essentials with Adobe XD, widgets, and app storage. You are also going to work on projects such as Art Book, Catch the Kenny, Currency Converter, Travel Book, Foursquare Clone, Instagram Clone, Snapchat Clone, Angry Bird Clone, Image Recognition App, and so much more. We are going to cover both Firebase and Parse with their latest and most updated versions! By the end of the course, you will be able to write and design a real app and upload it to the AppStore at the end of this course. When you finish this course, you will be able to understand how you can write any iOS app you want.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    Resource Management with Oracle Primavera P6 PPM Professional (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801813655
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Primavera P6 Version 8 to Version 20, this module explains the differences between the versions. About This Video Workshop on adding resources to the database Workshop on assigning resources and expenses to activities Workshop on resources optimization and updating a resourced schedule 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 on creating and assigning resources, and updating a resourced schedule with Oracle Primavera Project Manager P6 PPM Professional tool. You will start with exploring user and administration preferences and scheduling options. Then, you will be understanding and creating resources and roles in Primavera software. Following that, you will be assigning roles, resources, and expenses in Primavera. Then, you will learn how to optimize resources and see methods of resolving resource peaks and conflicts resource leveling; this is one of the most important features of any project management tool. Finally, you will be updating a resourced schedule using the Primavera tool in detail. By the end of the course, you will successfully be able to create and assign resources, and update a resourced schedule with Primavera Project Manager P6 PPM Professional Client.
    Note: Online resource; Title from title screen (viewed July 26, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Planning and Control with Oracle Primavera P6 PPM Professional (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    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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    Infrastructure & Ops Hour : SRE with Tammy Butow (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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 site reliability engineering with Sam Newman and Gremlin principal SRE Tammy Butow. They’ll chat about SRE best practices and challenges, building resilient systems, chaos engineering, facilitating controlled experiments to identify systemic weaknesses, and more. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around SRE What’s coming next for infrastructure and ops This course is for you because… You want the chance to ask Sam Newman and Tammy Butow your questions around SRE and chaos engineering. You’re looking for ways to improve your systems and mitigate weaknesses. You want to become well-versed in the foundations and best practices of pipeline creation. Recommended follow-up: Read Chaos Engineering (book) Read Security Chaos Engineering (report) Read Site Reliability Engineering (book)
    Note: Online resource; Title from title screen (viewed August 2, 2021) , Mode of access: World Wide Web.
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    Full Stack Web Development Bootcamp with React and Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811040
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Practical full-stack web development Bootcamp with JavaScript, React, Python, Flask, API, Git, and VS Code About This Video Easy and complete practical course Connect frontend application written in React with backend application written in Python Includes Visual Studio Code, Git and GitHub, JavaScript, NPM, React, and Python crash courses In Detail This is a practical React and Python Flask full-stack web development Bootcamp where you will start with building real applications from the first lecture. The application will consist of the frontend and backend parts. The front end will be built using JavaScript React. The backend API will be built using Python Flask. During the creation of the frontend app, you will perform the following practical tasks: - Initialize a React app using create-react-app - Create different React components - Use useEffect and useState React hooks - Adjust favicon.ico in the frontend app - Create and insert an svg logo - Make an API request to the Unsplash API - Use React props and state While making an API app, you will perform the following practical tasks: - Create a Python virtual environment using pipenv - Install and use Python packages such as Flask, dotenv, and requests - Create Flask routes - Make external API calls from the Flask app - Accept requests from the clients You will also learn how to use the following applications: - Visual Studio Code - Git and GitHub - Postman By the end of this course, you will become a full-stack web developer with practical knowledge about JavaScript React and Python Flask.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    AWS Certified SysOps Administrator - Associate (SOA-C02) (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 33 min.)
    Edition: 1st edition
    Keywords: Amazon Web Services (Firm) Study guides Examinations ; Cloud computing Study guides Examinations ; Web services Study guides Examinations ; Electronic data processing personnel Certification ; Computer technicians Certification ; Electronic videos ; local ; Amazon Web Services (Firm) ; Infonuagique ; Examens ; Guides de l'étudiant ; Services Web ; Examens ; Guides de l'étudiant ; Computer technicians ; Certification ; Electronic data processing personnel ; Certification ; Examinations ; examination study guides ; Study guides ; Study guides ; Guides de l'étudiant
    Abstract: 10.5 Hours of Video Instruction Description Ten and half hours of video instruction and test-taking strategies for the topics covered by the AWS Certified SysOps Administrator - Associate exam. Overview AWS Certified SysOps Administrator - Associate (SOA-C02) Complete Video Course will give you the edge you need to take the AWS Certified SysOps Administrator exam. In this video instruction, you will get targeted training on the topics covered in Amazon’s AWS Certified SysOps Administrator - Associate exam. This training course is designed to walk you through the topics covered in the exam so you have the knowledge you need to pass the test. The training follows the exam question domains with specific content to maximize chances of achieving certification. The author, Chad Smith, an experienced AWS Architect and SysOps Administrator, will share his extensive knowledge of the AWS Certified SysOps Administrator - Associate materials so you are prepared and confident on test day. In addition to covering all objectives in the exam, this title provides hands-on demos throughout so you can see AWS in action and also get a feel for the interactive questions on the exam. You will also find a question breakdown at the end of each lesson so you can practice your knowledge as you work your way through the course. AWS Certifications are among the most sought-after in the Technology sector, and the certification exams cover a wide range of services, technologies, and implementation patterns. Topics include AWS SysOps Exam Basics Monitoring, Logging and Retention Reliability and Business Continuity Deployment, Provisioning and Automation Security and Compliance Networking and Content Delivery Cost and Performance Optimization About the Instructor Chad Smith has worked in IT for 25 years, starting out as a Linux administrator, progressing through operations, network and security in various roles. He is now the Principal Cloud Architect at Brightkey.cloud. Chad is a Certified Architect for both Amazon Web Services and Google Cloud Platform. He brings a wealth of personal experience in cloud adoption, infrastructure design, cloud operations and cloud security. He holds current AWS certifications in Architecture, SysOps, Security, Networking and Databases, as well as Google Professional Cloud Architect and Associate Cloud Engineer credentials. You can follow Chad here: Twitter: brightkey_cloud LinkedIn: https://www.linkedin.com/in/chadsmith1973/ Professional B...
    Note: Online resource; Title from title screen (viewed July 26, 2021) , Mode of access: World Wide Web.
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    Fast, documented Machine Learning APIs with FastAPI (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use FastAPI to expose an HTTP API for fast live predictions using an ONNX Machine Learning Model. FastAPI is a Python web framework that provides easy development of documented HTTP APIs by offering self-documented endpoints with Swagger - a tool to describe, document, and use RESTful web services. Learn how to quickly put together an API which validates requests, and self-documents its endpoints using OpenAPI via Swagger. Quickly produce a robust interface for others to consume your Machine Learning model by following core best-practices of MLOps. Parts of this video cover the basics of packaging Machine Learning models, as covered in the Practical MLOps book. Topics include: * Create a Python project to serve live predictions using FastAPI * Use a Dockerfile to package the model and the API using Docker containerization * With minimal Python code, expose an ONNX model to perform sentiment analysis over an HTTP endpoint * Dynamically interact with the API using the self-documented endpoint in the container. Useful links: * Demo Github Repository with sample code * Practical MLOps book * FastAPI Intro tutorial * RoBERTa ONNX Model for sentiment analysis
    Note: Online resource; Title from title screen (viewed July 16, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    EnergyOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Topics include: * Solar * Tesla * Nest * Smart Home * Time of Use * Net metering * Battery Backup * EV (electric vehicle) * Artificial Intelligence * Level 1 Charging * Level 2 Charging * Level 3 Charging
    Note: Online resource; Title from title screen (viewed July 25, 2021) , Mode of access: World Wide Web.
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    Data Visualization Using Tableau (2021)
    [Erscheinungsort nicht ermittelbar] : EC-Council | Boston, MA : Safari
    Details
    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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