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  • MPI Ethno. Forsch.  (114)
  • [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional  (114)
  • Electronic videos ; local  (113)
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  • MPI Ethno. Forsch.  (114)
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  • 1
    Online Resource
    Online Resource
    System Design Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 3 Hours of Video Instruction Learn software design from the legendary architect Juval Löwy. Over the past 20 years, Juval has led the industry in architecture and project design. Some of his ideas, such as microservices, serve as the foundation of software design and development. In this dense LiveLessons video Juval Löwy explains his approach to system analysis and design, using volatility to decompose a system into its comprising services. Juval contrasts it with the most common mistake done in architecture, using functionality to identify services. This engaging video discusses both what not to do and how to correctly define the architecture of software systems. The objective is to future proof your system and make it drastically easier to develop and maintain. About the Instructor Juval Löwy , founder of IDesign, is a master software architect specializing in system and project design. He has helped countless companies around the world deliver quality software on schedule and on budget. Recognized by Microsoft as one of the world’s top experts and industry leaders, he participated in internal strategic design reviews for C#, WCF, and related technologies, and was named a “Software Legend.” He has published several best-sellers and numerous articles on almost every aspect of modern software development. Löwy speaks frequently at major international software development conferences and conducts Master Classes around the world, teaching thousands of professionals the skills required of modern software architects and how to take an active role as design, process, and technology leaders. Skill Level Intermediate What You Will Learn You will learn how to overcome the real hurdles architects face and learn simple and practical techniques for identifying, and a structured approach for defining, the components of the architecture. Who Should Take This Course? Any software architect or developers transitioning to the role of architects will benefit greatly from this session. Project managers can see what they need to look for in architects. About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include...
    Note: Online resource; Title from title screen (viewed February 8, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    How Networks Really Work (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7+ Hours of Video Instruction There are many elements to a networking system, including hosts, virtual hosts, routers, virtual routers, routing protocols, discovery protocols, etc. Each protocol and device (whether virtual or physical) is generally studied as an individual “thing.” It is not common to consider all these parts as components of a system that works together to carry traffic through a network. To show how all these components work together to form a complete system, this video course presents a series of walk throughs showing the processing involved in various kinds of network events, and how control planes use those events to build the information needed to carry traffic through a network. One of the foremost internetworking experts, Russ White leverages his decades of experience in building and troubleshooting large scale networks at the likes of Cisco, LinkedIn, and Juniper to present you with a proven methodology that will help you understand why and how networking technologies work. You will learn to consider the specific problems being solved, why specific solutions are chosen, and how solutions relate to one another. In addition to providing a solid overview of many common protocols and solutions, this valuable insight helps you develop the ability to understand why you should make particular implementation decisions and what the tradeoffs are in each situation, enhance your troubleshooting skills by understanding how each technology works and what problems might arise with any solution, and finally to quickly understand new technologies as they are released by relating them to previously developed technologies. The course begins with the discovery of the information a host needs to send traffic and the forwarding process within a network device. The first walk through is simple, but they will build in complexity until traffic carried in an overlay through a hardware optimized forwarding plane is explained. Along the way, the four problems a control plane must solve will be exposed along with the solutions commonly used to solve these problems. After this basic information is covered, more advanced situations will be considered, including network resilience from a control plane perspective and fast reroute techniques. About the Instructor Russ White began working with computers in the mid-1980s, and computer networks in 1990. He has experience in designing, deploying, breaking, and troubleshooting large scale networks...
    Note: Online resource; Title from title screen (viewed March 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Learn Angular for Modern Web Applications (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. The companion files for this course can be found at https://github.com/shaunwa/learn-angular-example-code .
    Note: Online resource; Title from title screen (viewed May 14, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    Practical Splunk for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Description Hands-on approach to learning the Splunk platform to search, report, and visualize machine-generated data. Overview Practical Splunk for Beginners LiveLessons provides you with functional, hands-on instruction on how to create data intelligence from machine-generated data. About the Instructor Karun Subramanian is an IT operations expert focusing on modernizing monitoring and observability. With over 20 years of experience, Karun has helped numerous companies transform their IT operations ecosystem. His expertise includes log aggregation, time series databases, cloud infrastructure, and machine data analytics. He is a Splunk Certified Architect. Karun is the author of the book Practical Splunk Search Processing Language: A Guide for Mastering SPL Commands for Maximum Efficiency and Outcome . Skill Level Beginner to Intermediate Learn How To Search using Search Processing Language (SPL) Group and correlate events Perform statistical calculations from search results Visualize data using charts Create reports and alerts Create dashboards Use lookups to enhance search results Who Should Take This Course Users in IT Operations area who need to use Splunk for monitoring and troubleshooting their applications and infrastructure Application developers and architects will also find the course useful for analyzing application log files. Security professionals can make use of the course if they use Splunk as an SIEM platform Course Requirements Basic Linux commands Basic SQL queries Lesson Descriptions: Lesson 1: The Splunk Platform In this lesson Karun covers the basics of the Splunk platform. You learn what Splunk is and why organizations use it. He reviews the various components that make up the Splunk platform. He covers the role of a Splunk search head and an indexer. He also covers the practical ways Splunk can be utilized in your organization. Finally, Karun shows you how to install and set up Splunk in your own local environment. Learning is lot easier and fun when you have your own Splunk environment. By the end of the lesson you will have a good understanding of the Splunk platform, setting you up for more learning and effective use. Lesson 2: Search Processing Language This lesson dives into the Splunk Search Processing Language, also known as SPL, which is the backbone of the Splunk platform. Karun presents the Splunk search interface to you by walking you through the Splunk Web search and reporting a...
    Note: Online resource; Title from title screen (viewed July 7, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Git Essentials LiveLessons, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 15 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Git Essentials, 2nd Edition
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    Bash Shell Scripting, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 13 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local
    Abstract: 8 Hours of Video Instruction Overview Bash is the best way for you to efficiently and effectively execute commands in your daily work. It sounds difficult, but the beauty of Bash is that it is quick, powerful and not particularly complex. Bash Shell Scripting Complete Video Course is a full resource to obtaining the power of Bash. So whether you're new to shell scripting or an experienced developer, administrator, or user, this course will introduce you to the world of efficient scripting so you can get the job done. This 8-hour video course consists of 13 lessons in which all concepts that are relevant to Bash shell scripting are explained. It includes demos and exercises throughout that are relevant to Bash Shell scripting; these examples are relevant for anyone using Bash. This video course was designed to teach through clear training followed by practical examples that show how scripting solutions are being used in the real world. At the end of each lesson you will find an exercise that you should attempt on your own; this is then followed by a video explanation so you can see a real-time walkthrough of the exercise. Doing the work is the best way to learn Bash, and this course provides you with the tools to learn by doing. Topics include Shell scripting fundamentals Using conditional statements Advanced Bash scripting options Real-world scripting examples The GitHub associated with this LiveLesson can be found at https://github.com/sandervanvugt/bash-scripting . About the Instructor Sander van Vugt has many years of experience working with, writing about, and teaching Linux and open-source topics. He is the author of the best-selling Red Hat RHCSA Cert Guide and Red Hat RHCSA Complete Video Course , along with many other titles on topics that include RHCE, Bash, Kubernetes, Ansible, and more. Sander also works as a Linux instructor, teaching on-site and online classes for customers around the world. Skill Level Beginner to Intermediate Learn How To Write Bash script fundamentals Write Bash script fundamentals and advanced commands Write Bash shell scripts on intermediate and advanced commands Write your first hello world shell script See how to work with variables Use positional parameters Apply pattern matching substitution Explore looping structures in shell scripts Who Should Take This Course Developers and administrators who want to automate tasks using Bash shell scripts IT users and professionals who want to g...
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    Calculus for Machine Learning LiveLessons (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Calculus for Machine Learning LiveLessons Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
    Note: Online resource; Title from title screen (viewed January 20, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    Continuous Security on AWS (The DevSecOps on AWS Series) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Almost 4 Hours of Video Instruction Create a continuous security posture by defining all your AWS security and compliance as code, and run in a continuous delivery workflow with every change using services and tools such as AWS CloudFormation, AWS CodePipeline, and many others. Overview In this course, you will learn how to use AWS services, which provide the ability to create an end-to-end continuous security solution. These services include AWS CloudFormation, AWS CodePipeline, Amazon EventBridge, AWS Lambda, AWS Step Functions, AWS Organizations, AWS Security Hub, Amazon GuardDuty, AWS Config Rules, Amazon Inspector, AWS Secrets Manager, Amazon VPC, Amazon Macie, and AWS Audit Manager--among many others. You will learn how to use a combination of these services to apply key design principles for security and build continuous security solutions within your software systems. Throughout the course, you will see working examples of how to automate security using AWS services. About the Instructor Paul Duvall is a founder and former CTO of Stelligent--a Premier Consulting Partner with the DevOps and Security Competencies. He holds multiple AWS certifications including AWS Certified Security - Specialty. He has architected, implemented, and managed software and systems solutions for over 20 years. He is principal author of Continuous Integration: Improving Software Quality and Reducing Risk (Addison-Wesley, 2007), a 2008 Jolt Award winner. He is also the author of many other publications, including the videos Continuous Compliance on AWS and Continuous Encryption on AWS , and Continuous Security on AWS , which are part of Addison-Wesley's DevSecOps on AWS Series. He hosted the “DevOps on AWS Radio” podcast for over three years. He enjoys blogging and speaking on all topics related to DevSecOps, Serverless, and AWS. You can find his blog posts and other content at paulduvall.io . Skill Level Intermediate to Advanced Learn How To Apply key design principles for security Apply event-based design patterns for security Utilize AWS Developer Tools for DevSecOps Use AWS CodePipeline and AWS CloudFormation to model continuous security workflows Define your AWS Organizations as code using org-formation Automate detective controls using AWS CloudFormation, AWS Security Hub, AWS Config Rules, and Amazon Inspector Protect network and host-level boundaries with Amazon VPC Perform data classification using AWS CloudFormation and Amazon Macie Cre...
    Note: Online resource; Title from title screen (viewed March 19, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    React : Zero to Full-Stack (Video Collection) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Web online copy missing! This course contains everything you need to know to become a full-stack developer with the React stack. Prerequisites * Basic knowledge of how programming works * Some experience with the command line (not required) * Ideally, know the basics of HTML, CSS, and JavaScript * At the very least, have a strong grasp of basic programming concepts: variables, arrays, control flow, etc. * Working knowledge of JavaScript * Some experience working on either the front or back end of a web application, but this is not a requirement Description 28+ Hours of Video Instruction React: Zero to Full-Stack video collection is based on four video courses that give you everything you need to become a full-stack developer with the React and MERN stacks. This master class includes the following courses: * Learn JavaScript LiveLessons * Learn React for Modern Web Applications LiveLessons * Node.js Essentials LiveLessons * Full-Stack React LiveLessons Learn JavaScript LiveLessons gives first-time JavaScript users what they need to become successful developers. Shaun Wassell offers a modern, full-fledged introduction to JavaScript. In particular, the viewer learns the modern syntax of JavaScript: ES6. Shaun delivers step-by-step guidance that takes the learner from the basic syntax and concepts of JavaScript, all the way through the more advanced concepts that are covered in technical interviews. Learn React for Modern Web Applications LiveLessons provides a solid foundation in creating modern web applications using the latest version of React. React enables developers to create beautiful, performant, easily maintainable websites incredibly quickly. React is currently the most popular JavaScript framework on the market and is used by a majority of companies, yet it has one of the largest gaps between the number of employers who want it and the number of developers who know it. In short, 33% of employers need React skills, but only 19% of developers say they know React. Node.js Essentials LiveLessons teaches you how to write performant back-end applications in JavaScript by leveraging the Node.js runtime. Several years ago, it wasn't possible to write JavaScript programs for the back end. JavaScript was strictly limited to running in a browser, and if a developer wanted to write back-end software, they had little choice but to learn another programming language, such as PHP. Now, that has all changed. Thanks to Node.js, which enables JavaScript ...
    Note: Online resource; Title from title screen (viewed June 17, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 10
    Online Resource
    Online Resource
    Node.js Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction Learn to write performant back-end applications in JavaScript by leveraging the Node.js runtime. Shaun Wassell teaches JavaScript developers how to write and run server-side JavaScript applications for the powerful Node.js runtime. It includes topics such as working with the file system, creating web servers, installing, using, and publishing NPM packages, Google V8 engine, testing, and much more. Description Several years ago, it wasn’t possible to write JavaScript programs for the back-end. JavaScript was strictly limited to running in a browser, and if a developer wanted to write back-end software, they had little choice but to learn another programming language, such as PHP. Now, that has all changed. Thanks to Node.js, which allows JavaScript to be run outside the browser, JavaScript developers can write web-servers, server-side scripts, and any number of other useful back-end programs. This LiveLessons video shows developers how to write and run server-side JavaScript applications for the powerful Node.js runtime. The code repository for this LiveLesson can be accessed at https://github.com/shaunwa/node-course . About the Instructor Shaun Wassell 's goal is to create a world where people are empowered to use programming as a way to solve meaningful problems--a world where writing code is just as natural for most people as walking or breathing. To help make this a reality, he has dedicated the past few years to helping people learn and master software development skills through video courses, live training sessions, and one-on-one tutoring. Shaun has been programming since he was a kid, when creating video games was his gateway into the world of software. Since then, he's been fortunate enough to be a contributing member on many amazing software projects and work with some incredible mentors along the way. Skill Level Intermediate What You Will Learn Learn to quickly and easily write performant back-end applications in JavaScript by leveraging the Node.js runtime: Write useful server-side programs using modern JavaScript Build Node.js web servers using several different frameworks Deploy your Node.js applications so that they can be accessed from anywhere Create and publish an open-source NPM package Shaun also covers more advanced features for developers, such as: Maximizing the performance of your Node.js programs by learning about how Nodes V8 runtime works Interfacing with databases in Nod...
    Note: Online resource; Title from title screen (viewed February 8, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 11
    Online Resource
    Online Resource
    Evaluating Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 2 (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 4 Hours of Video Instruction vDescription Code-along sessions move you from introductory machine learning concepts to concrete code. Overview Machine learning is moving from futuristic AI projects to data analysis on your desk. You need to go beyond following along in discussions to coding machine learning tasks. These videos show you how to turn introductory machine learning concepts into concrete code using Python, scikit-learn, and friends. You learn about the fundamental metrics used to evaluate general learning systems and specific metrics used in classification and regression. You will learn techniques for getting the most informative learning performance measures out of your data. You will come away with a strong toolbox of numerical and graphical techniques to understand how your learning system will perform on novel data. About the Instructor Mark Fenner, PhD, has been teaching computing and mathematics to diverse adult audiences since 1999. His research projects have addressed design, implementation, and performance of machine learning and numerical algorithms, learning systems for security analysis of software repositories and intrusion detection, probabilistic models of protein function, and analysis and visualization of ecological and microscopy data. Mark continues to work across the data science spectrum from C, Fortran, and Python implementation to statistical analysis and visualization. He has delivered training and developed curriculum for Fortune 50 companies, boutique consultancies, and national-level research laboratories. Mark holds a Ph.D. in Computer Science and owns Fenner Training and Consulting, LLC. Skill Level Beginner to Intermediate Learn How To Recognize underfitting and overfitting with graphical plots. Make use of resampling techniques like cross-validation to get the most out of your data. Graphically evaluate the learning performance of learning systems Compare production learners with baseline models over various classification metrics Build and evaluate confusion matrices and ROC curves Apply classification metrics to multi-class learning problems Develop precision-recall and lift curves for cla...
    Note: Online resource; Title from title screen (viewed April 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 12
    Online Resource
    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.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 13
    Online Resource
    Online Resource
    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.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 14
    Online Resource
    Online Resource
    Learn Vue.js Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Nearly 4 Hours of Video Instruction Shaun Wassell covers what developers need to successfully create and manage front-end codebases using Vue.js, currently one of the most popular front-end JavaScript frameworks. Description Vue allows developers to create beautiful, performant, and easily maintainable websites incredibly quickly. It also has the added benefit of allowing developers to incorporate the code into their sites incrementally. For some time, Vue.js was almost hidden in obscurity by the overwhelming amount of attention given to React and Angular. But lately, the number of people talking about, writing about, and building great apps with Vue.js has exploded. Vue.js is an incredibly simple and approachable framework. It works well when simply adding interactivity to a page, and it is more than appropriate for “full-scale” apps. Learn Vue.js Essentials LiveLessons is a hands-on, comprehensive guide to learning and mastering the Vue library, including screen-casting, slides, and hands-on coding demonstrations. Download the code associated for this LiveLesson from https://github.com/shaunwa/vue-livelessons About the Instructor Shaun Wassell is a senior software developer who specializes in full-stack development and software architecture. He manages teams of developers, as well as teaches many hundreds of thousands more how to create enterprise-ready applications. Shaun’s online courses have more than 300,000 learners, largely because of his passion for development and his focus on helping people apply their programming skills in the real world. He is a life-long programmer and problem-solving addict whose goal is to help people solve meaningful problems by mastering the art of software development. Please don’t hesitate to get in touch with him about any opportunities or if you’d like to stay up-to-date on his other courses and live trainings. Skill Level Beginner to Intermediate What You Will Learn Code a full-scale Vue application Build and deploy this application so that it can be accessed from anywhere Learn to recognize good and bad patterns in Vue code Use composition to increase code reuse and fle...
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
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    Front-end Master Class (Video Collection) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Overview This course contains virtually all in-demand skills for a front-end development job with more than 18 hours of video learning. Prerequisites * Basic knowledge of how programming works * Some experience with the command line (not required) * Basic knowledge of HTML, CSS, and JavaScript * Should have a strong grasp of basic programming concepts, such as variables, arrays, control flow, and so on Description 18 Hours of Video Instruction Front-end Master Class video training is based on four video courses that cover all you need for a front-end development job. With more than 300,000 online learners, instructor Shaun Wassell offers a modern, full-fledged introduction to JavaScript, React, Angular, and jQuery. This master class includes the following courses: * Learn JavaScript * Learn jQuery Essentials * Learn React for Modern Web Applications * Learn Angular for Modern Web Applications Learn JavaScript LiveLessons gives first-time JavaScript users what they need to become successful developers. Instructor Shaun Wassell offers a modern, full-fledged introduction to JavaScript. In particular, the viewer learns the modern syntax of JavaScript: ES6. Shaun delivers step-by-step guidance that will take the learner from the basic syntax and concepts of JavaScript, all the way through the more advanced concepts that are covered in technical interviews. JavaScript has become the common tongue of the software development world, making it possible for a single developer with a single programming language to build programs that only a few years ago would have required an entire department. React, Angular, and Vue are great if you have several months to learn and integrate them! But in many use cases, simplicity wins, and that's where jQuery comes in. jQuery is a time-tested tool for making web pages interactive by providing a straightforward way to build huge, intricate web applications with millions of users and learn an entire front-end framework. In Learn jQuery Essentials LiveLessons the viewer learns how to create interactive, performant websites without a framework, such as how to query and manipulate web page content. Shaun shows you how jQuery can help you handle web page events such as clicks, typing, and more in an easy, intuitive way. React is an extremely popular tool for creating websites, and it is sort of a halfway point between creating a site using a drag-and-drop editor, such as WordPress and Squarespace, and coding a site line by...
    Note: Online resource; Title from title screen (viewed June 17, 2021) , Mode of access: World Wide Web.
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    Data Structures, Algorithms, and Machine Learning Optimization (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Jon Krohn is Chief Data Scientist at the machine learning company untapt. He presents a popular series of deep learning tutorials published by Addison-Wesley and is the author of the bestselling book Deep Learning Illustrated . Jon teaches his deep learning curriculum in-classroom at the New York City Data Science Academy, as well as guest lecturing at Columbia University and New York University. He holds a doctorate in neuroscience from Oxford University and has been publishing on machine learning in leading journals since 2010.
    Note: Online resource; Title from title screen (viewed June 14, 2021) , Mode of access: World Wide Web.
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    Building Linux Servers : DHCP, DNS, and Directory Services (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Building Linux Servers: DHCP, DNS, and Directory Services LiveLessons
    Note: Online resource; Title from title screen (viewed February 11, 2021) , Mode of access: World Wide Web.
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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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    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 ...
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    Probability and Statistics for Machine Learning (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9 Hours of Video Instruction Hands-on approach to learning the probability and statistics underlying machine learning Overview Probability and Statistics for Machine Learning (Machine Learning Foundations) LiveLessons provides you with a functional, hands-on understanding of probability theory and statistical modeling, with a focus on machine learning applications. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the book Deep Learning Illustrated , an instant #1 bestseller that has been translated into six languages. Jon is renowned for his compelling lectures, which he offers in person at Columbia University and New York University, as well as online via O'Reilly, YouTube, and the SuperDataScience podcast. Jon holds a PhD from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times. Skill Level Intermediate Learn How To Understand the appropriate variable type and probability distribution for representing a given class of data Calculate all of the standard summary metrics for describing probability distributions, as well as the standard techniques for assessing the relationships between distributions Apply information theory to quantify the proportion of valuable signal that's present among the noise of a given probability distribution Hypothesize about and critically evaluate the inputs and outputs of machine learning algorithms using essential statistical tools such as the t -test, ANOVA, and R-squared Understand the fundamentals of both frequentist and Bayesian statistics, as well as appreciate when one of these approaches is appropriate for the problem you're solving Use historical data to predict the future using regression models that take advantage of frequentist statistical theory (for smaller data sets) and modern machine learning theory (for larger data sets), including why we may want to consider applying deep learning to a given problem Develop a deep understanding of what's going on beneath the hood of predictive statistical models and machine learning algorithms Who Should Take This Course You use high-level software libraries (e.g., scikit-learn, Keras, TensorFlow) to train or deploy machine learning algorithms and would now like to understand the fundamentals underlying the abstractions, enabling you to expand your capabilities You're a software developer who would lik...
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
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    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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    Full-Stack React with Spring Boot (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 11 Hours of Video Instruction Build full-stack applications using React and Spring Boot. Overview: In recent years, React has emerged as a popular lightweight framework for implementing compelling web-based user interfaces. Using React you can easily integrate with back-end services via REST APIs, and Spring Boot is an excellent framework for implementing REST services. Spring Boot also provides an extremely efficient way to implement data-access logic to access a wide range of relational and NoSQL databases. This course explains how to dovetail React and Spring Boot to implement solid, performant, and extensible full-stack solutions. It is full of hands-on demos with in-depth explanations so you can see first-hand how to successfully build full-stack applications using React and Spring Boot. Taught by experienced trainer and author, Andy Olsen, this course is your complete guide to mastering React and Spring Boot systems to enable you to create enticing user interfaces with a solid and well-structured back end. Download the code files associated with this LiveLesson from https://www.informit.com/store/full-stack-react-with-spring-boot-livelessons-video-9780137508891 . About the Instructor Andy Olsen †is a freelance consultant, instructor, and developer with more than 30 years of experience in IT. Andy began his professional career as a C/C++ developer and morphed into Java, C#, and other languages as the years and decades passed by. Andy is actively involved in a wide range of technologies including full-stack development, cloud native applications, data science, and more. Andy is passionate about technology education and runs training courses around the world across diverse market sectors. You can find Andy here: https://www.linkedin.com/in/andy-olsen-481496/ http://olsensoft.com/ Topics include Creating and running Spring Boot web applications Defining and managing components Accessing relational and NoSQL databases Implementing and consuming REST services Creating a React front end Consuming a REST API from React Implementing a compelling UI in React Skill Level: Intermediate Learn How To Create a ...
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    Learning Angular LiveLessons, 3rd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 40 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.
    Note: Online resource; Title from title screen (viewed January 8, 2020)
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    Reactive Spring Boot, 2nd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 7 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. Reactive Spring Boot, 2nd Edition
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    Ruby on Rails Tutorial, 6th Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 hr., 26 min.)
    Edition: 6th edition
    Keywords: Electronic videos ; local
    Abstract: 20 Hours of Video Instruction Ruby on Rails Tutorial LiveLessons, Sixth Edition, is the best-selling complete video training course on web development with Rails, the popular web framework for building dynamic, database-backed web applications. You learn Rails by example by building a substantial sample application from scratch. Overview Best-selling author and leading Rails developer Michael Hartl teaches Rails by guiding you through the development of three sample applications of increasing sophistication, focusing on the fundamental techniques in web development needed for virtually any kind of application. The updates to this edition include full compatibility with Rails 6 and numerous new exercises interspersed in each lesson for maximum reinforcement. This indispensable guide provides integrated tutorials not only for Rails, but also for the essential Ruby, HTML, CSS, and SQL skills you need when developing web applications. Hartl explains how each new technique solves a real-world problem, and then he demonstrates it with bite-sized code that's simple enough to understand while still being useful. About the Instructor Michael Hartl is the creator of the Ruby on Rails Tutorial, one of the leading introductions to web development, and is cofounder and principal author at Learn Enough. Previously, he was a physics instructor at the California Institute of Technology (Caltech), where he received a Lifetime Achievement Award for Excellence in Teaching. He is a graduate of Harvard College, has a PhD in Physics from Caltech, and is an alumnus of the Y Combinator entrepreneur program. Skill Level Beginner to intermediate Learn How To Install and set up your Rails development environment Utilize the optional easy start, using pre-installed IDE in the cloud Build Rails applications from scratch Test and use test-driven development (TDD) Effectively use the Model-View-Controller (MVC) pattern Structure applications using REST architecture Build static pages and transform them into dynamic ones Implement registration and authentication systems, including validation and secure passwords Deploy your application Who Should Take This Course Developers looking for a practical introduction for building dynamic, database-backed web applications with Rails. Course Requirements No formal prerequisites, but some background in developer tools (command line, text editor) and web technologies (HTML) is helpful Some Ruby background is useful but ...
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    Understanding Network Transports (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 8+ Hours of Video Instruction This video considers the engineering problems to solve when transporting data from one device to another over a network and the solutions available for those problems. The presentation follows the pattern of the Recursive InterNetworking Architecture, or RINA, model, in breaking the problems down into marshaling, multiplexing, error handling, and flow control. For each of these four problems, a set of solutions is presented, such as marshaling grammars, addressing, forward error correction, and windowing. After the theoretical foundation is in place, several implementations are discussed to "fill out" the problems and solutions presented. The video also considers the problem of interlayer discovery-and some of the solutions available in this space-to provide a complete picture of data transport in a computer network. Many engineers find themselves "sipping from the firehose," trying to learn and understand a rapidly-changing set of technologies to solve ever-changing business requirements. The problems that need to be solved to carry data from one host to another, whether physical or virtual, however, were discovered early in the process of designing networks and protocols. The set of solutions to these problems, while expressed in a bewildering variety of products, technologies, and protocols, is also more constant that it might initially appear. By learning the basic problems required to transport information across a network, and a common set of solutions to those problems, engineers can anticipate new technologies. New technologies are almost always a new implementation of some already known solution, designed to solve a problem that is already well-understood. By learning these common problems, and a range of solutions for each one, engineers can learn to ask the questions needed to quickly guide their learning in new technologies and products, as well as in quickly understanding where any solutions may face implementation or theoretical problems. About the Instructors Russ White began working with computers in the mid-1980s, and computer networks in 1990. He has experience in designing, deploying,...
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    Programming Foundations of Classification and Regression LiveLessons (Machine Learning with Python for Everyone Series), Part 1 (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Programming Foundations of Classification and Regression LiveLessons (Machine Learning with Python for Everyone Series), Part 1 Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
    Note: Online resource; Title from title screen (viewed February 11, 2020) , Mode of access: World Wide Web.
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    Parallel Functional Programming with Java LiveLessons (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 16+ Hours of Video Instruction Parallel Functional Programming in Java LiveLessons describes by example how to apply Java functional programming features and frameworks to alleviate the complexity of developing software that can run efficiently and scalably on multi-core and distributed-core processors. In this course, learn how to develop programs using powerful object-oriented and functional programming language features and frameworks supported by Java. This course first provides an introduction to Java's foundational functional programming features, including lambda expressions, method references, and functional interfaces. These core features provide the foundation for the next topic in this course: the Java's Streams framework, which supports functional-style sequential and parallel operations on streams of elements, such as map-reduce transformations on Java collections. This course also shows by example how to develop efficient reactive programs that run scalably on multi-core processors using powerful object-oriented and functional programming language features and parallelism frameworks supported by Java. This portion of the course describes how Java leverages its functional programming features to create the completable futures framework. This framework defines a powerful reactive programming model that allows programmers to run multiple asynchronous operations concurrently in one or more pools of threads and process their results asynchronously with respect to other operations in a program. Skill Level Intermediate Learn How To Develop efficient parallel and reactive programs using powerful modern Java object-oriented and functional programming language features and frameworks Recognize the inherent and accidental complexities involved with developing parallel and reactive software for modern Java clients and servers Understand how common software patterns and modern Java parallel and reactive programming mechanisms can and cannot help to alleviate this complexity Know where to find additional sources of information on how to successfully develop robust parallel and reactive programs in modern Java Who Should Take This C...
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    Learn React for Modern Web Applications (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Nearly 6 Hours of Video Instruction React is an extremely popular tool for creating websites. It might help to think of it as sort of a halfway point between creating a site using a drag-and-drop editor, such as WordPress and Squarespace, and coding a site line by line by line, literally from scratch. Many companies find it an ideal compromise between these two options, providing the fine-grained control and customization of hand-coded sites with the ease and rapid development speed of drag-and-drop. It can be used in everything from the simplest blogs to the most grueling, tangled e-commerce sites. This course provides you with a solid foundation in creating modern web applications using the latest version of React. You’ll start by learning basic React syntax and the architecture of a React web application, working your way through progressively more advanced concepts until you reach a deep level of understanding. By the end, you’ll not only have a firm grasp on what it takes to build a full-scale React application, but also the best practices to follow when doing so. This ensures that the end result of any further React-related endeavors will be not only an application that works, but one that is highly performant and maintainable. Description React allows developers to create beautiful, performant, easily maintainable websites incredibly quickly. React is currently the most popular JavaScript framework on the market and is used by a majority of companies. In fact, React currently has one of the largest gaps between the number of employers who want it and the number of developers who know it. In short, 33% of employers need React skills, but only 19% of developers said they know React. In this LiveLessons, Shaun Wassell fills this need by providing a straightforward, comprehensive guide to learning React and all of its latest features. React is currently the most popular front-end JavaScript framework. Access the companion code for this product at https://github.com/shaunwa/learn-react-livelessons . About the Instructor Shaun Wassell 's goal is to create a world where people are empowered to use programming as a way to solve meaningful problems—a world where writing code is just as natural for most people as walking or breathing. To help make this a reality, he has dedicated the past few years to helping people learn and master software-development skills through video courses, live training sessions, and one-on-one tutoring. Shaun has been ...
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    Learn jQuery Essentials (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. The associated code for this LiveLesson can be found at https://github.com/shaunwa/jquery-examples .
    Note: Online resource; Title from title screen (viewed October 6, 2020) , Mode of access: World Wide Web.
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    Linear Algebra for Machine Learning (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6.5 Hours of Video Instruction An introduction to the linear algebra behind machine learning models Overview Linear Algebra for Machine Learning LiveLessons provides you with an understanding of the theory and practice of linear algebra, with a focus on machine learning applications. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the book Deep Learning Illustrated (Addison-Wesley, 2020), an instant #1 bestseller that has been translated into six languages. Jon is renowned for his compelling lectures, which he offers in-person at Columbia University and New York University, as well as online via O'Reilly, YouTube, and the Super Data Science Podcast. Jon holds a PhD from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times. Skill Level Intermediate Learn How To Appreciate the role of algebra in machine and deep learning Understand the fundamentals of linear algebra, a ubiquitous approach for solving for unknowns within high-dimensional spaces Develop a geometric intuition of what's going on beneath the hood of machine learning algorithms, including those used for deep learning Be able to more intimately grasp the details of machine learning papers as well as all of the other subjects that underlie ML, including calculus, statistics, and optimization algorithms Manipulate tensors of all dimensionalities including scalars, vectors, and matrices, in all of the leading Python tensor libraries: NumPy, TensorFlow, and PyTorch Reduce the dimensionality of complex spaces down to their most informative elements with techniques such as eigendecomposition (eigenvectors and eigenvalues), singular value decomposition, and principal components analysis Who Should Take This Course Users of high-level software libraries (e.g., scikit-learn, Keras, TensorFlow) to train or deploy machine learning algorithms who would now like to understand the fundamentals underlying the abstractions, enabling them to expand their capabilities Software developers who would like to develop a firm foundation for the deployment of machine learning algorithms into production systems Data scientists who would like to reinforce their understanding of the subjects at the core of their professional discipline Data analysts or AI enthusiasts who would like to become a data scientist or data/ML engineer and are keen to deeply und...
    Note: Online resource; Title from title screen (viewed December 9, 2020) , Mode of access: World Wide Web.
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    ODSC East 2019 (Open Data Science Conference) (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: ODSC East 2019 Royalties for this video set help fund the ODSC Grant Award for open source data science projects. The Open Data Science Conference has established itself as the leading conference in the field of applied data science. Each ODSC event offers a unique opportunity to learn directly from the core contributors, experts, academics and renowned instructors helping shape the field of data science and artificial intelligence Presentations cover not only data science modeling but also the languages and tools needed to deploy these models in the real world such as TensorFlow, MXNet, scikit-learn, Kubernetes, and many more. Our conferences are organized around focus areas to ensure our attendees are at the forefront of this fast emerging field and current with the latest data science languages, tools, and models. You’ll find in our East 2019 video catalog some of our most popular focus areas. Please see our table of contents for a full list of videos
    Note: Online resource; Title from title screen (viewed January 14, 2020) , Mode of access: World Wide Web.
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    Continuous Encryption on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Overview In this course, you learn how to use AWS services that provide the capability to define encryption and compliance as code. These services include AWS Key Management Service, AWS CloudFormation, AWS CodePipeline, AWS CodeCommit, AWS CodeBuild, AWS Config and Config Rules, Amazon CloudWatch Event Rules, and AWS Lambda. You learn how to use a combination of these services and tools to encrypt, prevent, detect, and remediate noncompliant resources within your software systems. Throughout the course, you will see working examples of how to automate the encryption of these services and how they can be included as part of a deployment pipeline using AWS CloudFormation and AWS CodePipeline. Skill Level Intermediate to Advanced Learn How To * Use AWS CloudFormation to provision AWS resources as code.* Use AWS CodePipeline to model continuous delivery workflows.* Create, disable, and delete symmetric keys using the AWS Key Management Service (KMS).* Automate the management of KMS keys using AWS CloudFormation.* Perform client-side encryption using the AWS Encryption SDK.* Create and automatically rotate encrypted username and password secrets for Amazon RDS using the AWS Secrets Manager and AWS Lambda.* Automate the provisioning of a deployment pipeline that deploys SSL/TLS AWS Certificate Manager (ACM) digital certificates using AWS CloudFormation and AWS CodePipeline.* Automate the provisioning of encryption when creating EBS, DynamoDB, RDS, and S3 resources using AWS CloudFormation.* Automate the provisioning of a deployment pipeline that deploys AWS Config Rules to detect unencrypted AWS resources using AWS CloudFormation and AWS CodePipeline.* Automatically provision a CloudTrail trail in CloudFormation and search the JSON files generated by CloudTrail using Amazon Athena.* Automate the provisioning of a deployment pipeline that deploys a solution capable of preventing, detecting, and remediating unencrypted resources using AWS CloudFormation and AWS CodePipeline. Who Should Take This Course * Software developers and security and compliance professionals who want to integrate encryption into every facet of the software development and delivery process.* Professionals with a working knowledge of AWS and programming knowledge who want to make encryption ubiquitous across their systems. Course Requirements * Working knowledge of AWS (that is, at least one to two years working with AWS) is required.* Practical e...
    Note: Online resource; Title from title screen (viewed April 14, 2020) , Mode of access: World Wide Web.
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    Learn JavaScript (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7+ Hours of Video Instruction JavaScript started as a basic language for performing simple computations on web pages, but it’s now become one of the most popular—if not the most popular—programming language. Over the past few years, it’s become possible to do pretty much anything using only JavaScript: We can write entire front-end applications using React, Angular, or Vue. We can create JavaScript servers using Node.js. We can make JavaScript-driven desktop apps using Electron. We can even develop mobile apps in JavaScript using React Native. In other words, JavaScript has become the common tongue of the software-development world, making it possible for a single developer with a single programming language to build programs that only a few years ago would have required an entire department. Join Shaun Wassell and take a journey into the universe of modern JavaScript. This LiveLessons offers manageable, thorough, step-by-step guides to learning and mastering modern JavaScript. Description Learn JavaScript LiveLessons gives first-time JavaScript users what they need to become successful developers. Shaun Wassell offers a modern, full-fledged introduction to JavaScript. In particular, the viewer will learn the modern syntax of JavaScript: ES6. Shaun delivers step-by-step guidance that will take the learner from the basic syntax and concepts of JavaScript, all the way through the more advanced concepts that are covered in technical interviews. About the Instructor Shaun Wassell's goal is to create a world where people are empowered to use programming as a way to solve meaningful problems, a world where writing code is just as natural for most people as walking or breathing. To make this a reality, he has dedicated the past few years to helping people learn and master software development skills through video courses for LinkedIn Learning, Pearson live training sessions, and one-on-one tutoring. Shaun has been programming since he was a kid, when creating video games was his gateway into the world of software. Since then, he‚Äôs been fortunate enough to be a contributing member on many amazing software projects and work with some incredible mentors along the way. Skill Level Beginning to Intermediate What You Will Learn Learn modern JavaScript from the ground up Build a basic server using JavaScript and Node.js Master the best practices of modern JavaScript Write high-quality, readable code Skillfully answer technical interview quest...
    Note: Online resource; Title from title screen (viewed April 14, 2020) , Mode of access: World Wide Web.
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    Programming with Data : Python and Pandas LiveLessons (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5 Hours of Video Instruction Learn how to use Pandas and Python to load and transform tabular data and perform your own analyses. Overview In Programming with Data: Python and Pandas LiveLessons , data scientist Daniel Gerlanc prepares learners who have no experience working with tabular data to perform their own analyses. The video course focuses on both the distinguishing features of Pandas and the commonalities Pandas shares with other data analysis environments. In this LiveLesson, Dan starts by introducing univariate and multivariate data structures in Pandas and describes how to understand them both in the context of the Pandas framework and in relation to other libraries and environments for tabular data like R and relational databases. Next, Dan covers reading and writing to external file formats, split-apply-combine computations, introductory and advanced time series, and merging and reshaping datasets. After watching this video, Python programmers will gain a deep understanding of the Pandas framework through exposures to all of its APIs and feature sets. Skill Level Beginner Intermediate Learn How To Avoid common pitfalls and “gotchas” in Pandas by understanding the conceptual underpinnings common to most data manipulation libraries and environments Create univariate (Series) and multivariate (DataFrame) data structures in Pandas Read from and write to external data sources like text and binary files and databases Use the Split-Apply-Combine technique to calculate grouped summary statistics like mean, median, and standard deviation on your data Handle time series data; apply lead, lag, and rolling computations to them; and interpolate missing data Merge and reshape datasets Understand how data alignment is a central concept of Pandas Who Should Take This Course People with a solid understanding of Python programming who want to learn how to load and transform tabular data using Pandas and understand general principles and requirements common to tabular data manipulation frameworks Course Requirements Intermediate-level programming ability in Python. You should know the difference between a dict, list, and tuple. Familiarity with control-flow (if/else/for/while) and error handling (try/catch) are required. No statistics background is required. About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional...
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    Cloud Architecture and Certification Jump Start (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4.5+ Hours of Video Instruction Description The Cloud Technology and Certifications Jump Start video course covers critical information about cloud technologies, including the "Big Four" public cloud vendors, and their offerings. This course also covers such practical guidance as how to plan a migration to the cloud and the tools available for migration. Overview The goal of Cloud Technology and Certifications Jump Start Livelessons clarifies why cloud technologies are revolutionizing and dominating the IT industry and provides the basics you need to start your cloud career. By providing many real-world examples to illustrate the sea changes taking place, and walking through the various options available, this course explains the benefits of cloud computing. This video series also provides very practical information about each of the Big Four public cloud vendors. This provides the learner with an understanding of the offerings of each of these major players in the industry and also permits a student to see the trends that are occurring in the space as they compare the offerings from the dominant players. The course starts with the evolution of cloud computing, the types of deployments, and the steps to deploy technologies today. The course also covers such important topics as cloud security, cloud migrations, and the architectural design changes that make your solutions much more "cloud-ready". Lastly, the course provides an overview of the various certifications offered by the Big Four cloud vendors. Topics include: The Evolution of Cloud Computing The Big Four Public Cloud Vendors Adopting Cloud Technologies Cloud Migrations Cloud Certifications About the Instructor Anthony Sequeira, CCIE No. 15626, is a seasoned trainer and author regarding various levels and tracks of Cisco, Microsoft, and AWS certifications. Anthony formally began his career in the information technology industry in 1994 with IBM in Tampa, Florida. He quickly formed his own computer consultancy, Computer Solutions, and then discovered his true passion,Äîteaching and writing about information technologies. Anthony joined Mastering Computers in 1996 and lectured to massive audiences around the world about the latest in computer technologies. Mastering Computers became the revolutionary online training company KnowledgeNet, and Anthony trained there for many years. Anthony is currently pursuing his second CCIE in the area of Cisco Data Center! Anthony is currently a freela...
    Note: Online resource; Title from title screen (viewed June 19, 2020) , Mode of access: World Wide Web.
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    Modern Container-Based DevOps : Managing Microservices using Kubernetes and Docker (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 8+ Hours of Video Instruction Modern Container-Based DevOps LiveLessons: Managing Microservices using Kubernetes and Docker is designed to explain containers and Microservices, as well as how to deploy them easily using Kubernetes. This course will guide the user through the procedure of moving to microservices step-by-step, first in theory, and then in practice, with the end-of-lesson Labs. Modern Container-Based DevOps LiveLessons: Managing Microservices using Kubernetes and Docker focuses on how to run microservices in Docker and Kubernetes by exploring all the vital components in a microservices architecture. After exploring them step-by-step, the end-of-lesson labs throughout the course will put them into practice. By the end of the course, the user will be able to build their own full microservice running on Kubernetes! The course starts by guiding the user through the concept of microservices, explaining fundamentals and other components in IT that play a vital role in obtaining a microservices architecture. It then digs deeper, including how to use Git, and work with and manage containers using Docker as well as Podman on RHEL 8. The course then covers how to perform daily container management tasks, and works its way through managing container images, storage, and networking. This will give you a solid understanding of the container fundamentals. The course then discusses implementing microservices with container orchestration platforms and how to work with Kubernetes. In the final lesson, microservices-oriented components that are offered by the Kubernetes platform will be covered, and the course project will be finalized, providing the user with the skills they can immediately apply in their day jobs! Topics include: Module 1: Microservices Essentials Overview Module 2: Managing Containers Module 3: Implementing Full Microservices with Container Orchestration Platforms About the Instructor Sander van Vugt has been teaching Linux classes since 1995 and has written more than 60 books about different Linux-related topics, including the best-selling RHCSA-RHCE 7 Cert Guide . Sander is also the author of more than 25 video cou...
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    Machine Vision, GANs, and Deep Reinforcement Learning (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 6 Hours of Video Instruction An intuitive introduction to the latest superhuman capabilities facilitated by Deep Learning. Overview Machine Vision, GANs, Deep Reinforcement Learning LiveLessons is an introduction to three of the most exciting topics in Deep Learning today. Modern machine vision involves automated systems outperforming humans on image recognition, object detection, and image segmentation tasks. Generative Adversarial Networks cast two Deep Learning networks against each other in a “forger-detective” relationship, enabling the fabrication of stunning, photorealistic images with flexible, user-specifiable elements. Deep Reinforcement Learning has produced equally surprising advances, including the bulk of the most widely-publicized “artificial intelligence” breakthroughs. Deep RL involves training an “agent” to become adept in given “environments,” enabling algorithms to meet or surpass human-level performance on a diverse range of complex challenges, including Atari video games, the board game Go, and subtle hand-manipulation tasks. Throughout these lessons, essential theory is brought to life with intuitive explanations and interactive, hands-on Jupyter notebook demos. Examples feature Python and straightforward Keras layers in TensorFlow 2, the most popular Deep Learning library. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He presents a popular series of deep learning tutorials published by Addison-Wesley and is the author of the bestselling book Deep Learning Illustrated . Jon teaches his deep learning curriculum in-classroom at the New York City Data Science Academy, as well as guest lecturing at Columbia University and New York University. He holds a doctorate in neuroscience from Oxford University and has been publishing on machine learning in leading journals since 2010. Skill Level Intermediate Learn How To Understand the high-level theory and key language around machine vision, deep reinforcement learning, and generative adversarial networks Create state-of-the art models for image recognition, object detection, and image segmentation Architect GANs that crea...
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    AWS Certified DevOps Engineer - Professional (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Nearly 4 Hours of Video Instruction Cloud adoption is greater than ever. However, there is a shortage of skilled practitioners who not only can use the cloud, but can optimize it. DevOps is a catchall word for a series of behaviors that can dramatically increase the operational efficiency of the cloud. DevOps best practices include continuous integration, continuous delivery, Microservices, teamwork and collaboration, and monitoring. This course covers the essentials of DevOps Professional on AWS and prepares a candidate to sit for the DevOps Professional Certification exam. Description The AWS Certified Developer Complete Video Course focuses on the AWS Certified DevOps Engineer - Professional Exam. The leader in cloud computing by market share, Amazon and their DevOps Professional certification allows you to demonstrate that you have mastered the essential skills of operationalizing a cloud. Seven main categories are covered: AWS Certified DevOps Engineer Overview; SDLC Automation; Configuration Management and Infrastructure as Code; Monitoring and Logging; Policies and Standards Automation; Incident and Event Response; and High Availability, Fault Tolerance, and Disaster Recovery. The material focuses on teaching the concepts necessary to pass the exam and be competent as a DevOps practitioner on AWS. About the Instructor Noah Gift is a lecturer at UC Davis Graduate School of Management MSBA program, the Graduate Data Science program, MSDS, at Northwestern, the Data Science program at UC Berkeley, and the USF Health Informatics program. He is teaching and designing graduate Machine Learning, AI, Data Science courses, and consulting on Machine Learning and Cloud Architecture for students and faculty. These responsibilities include leading a multi-cloud certification initiative for students. Noah has published nearly 100 technical publications, including books on subjects ranging from Cloud Machine Learning to DevOps. He has published more than100 technical publications, including three books on subjects ranging from Cloud Machine Learning to DevOps. Gift received an MBA from UC Davis, a M.S. in Computer Information Systems from Cal State Los Angeles, and a B.S. in Nutritional Science from Cal Poly San Luis Obispo. Currently, he consults startups and other companies on Machine Learning, Cloud Architecture and CTO-level consulting as the founder of Pragmatic AI Labs. His most recent book is Pragmatic AI: An Introduction to Cloud-Base...
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    Modern JavaScript for the Impatient (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 8+ Hours of Video Instruction It can be difficult for developers familiar with Java and other languages to make the transition to modern JavaScript. If you simply want to be productive with JavaScript as it exists today, then you don't want to relive history with books or courses that teach older JavaScript versions, or that assume familiarity with those older versions and focus on recently introduced features. This course assumes that you are a competent programmer who understands branches and loops, functions, data structures, and the basics of object-oriented programming. You will get up to speed with modern JavaScript in the shortest possible time. Description Modern JavaScript for the Impatient LiveLessons focuses on how to be productive with JavaScript as it exists today. After reviewing the fundamentals of values, variables, and control flow, the video thoroughly covers functions, objects, and classes. The standard library and the most commonly used tools are also covered, as well as key topics related to asynchronous programming, internationalization, and modules. Related Content This training pairs with Cay Horstmann's book Modern JavaScript for the Impatient (9780136502142) About the Instructor Cay S. Horstmann is a professor of computer science at San Jose State University and a Java Champion. He is also the author of Core Java, Volume II,ÄîFundamentals, Eleventh Edition (2019); Core Java, Volume I,ÄîFundamentals, Eleventh Edition (2018); Core Java SE 9 for the Impatient, Second Edition (2018); Java SE 8 for the Really Impatient (2014); and Scala for the Impatie nt (2012). He has written more than a dozen other books for professional programmers and computer science students. What You Will Learn After starting with the basics-JavaScript values, variables, and types, and a quick overview of expressions and the various type of flow control statements-Horstmann shows viewers how to implement functions that consume and produce other functions and how to use closures to implement a form of classes before moving on to more advanced topics including: Object-oriented programming with modern JavaScript (classes and inheritance and how these are implemented with prototypes) The standard library (numbers and dates, strings and regular expressions, as well as arrays and collections.) Metaprogramming, iterators, and generators (a powerful mechanism to bridge between linear and event-driven control flow) How to use proxies to inter...
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    Full-Stack React (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Full-Stack React
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    Robotic Process Automation : The Promise, the Patterns, and the Pitfalls (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    ISBN: 9780136823629
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Robotic Process Automation: The Promise, the Patterns, and the Pitfalls: 4+ Hours of Video Instruction Robotic process automation (RPA) and robotic desktop automation (RDA) are hot topics in IT right now. The latest stage in the evolution of business process automation, RPA tools provide the ability to create artificial workers to handle repetitive or mundane tasks, which can in turn lead to dramatic cost savings. Description The demand for content related to RPA is surging, mainly because tactical guides currently do not exist. This field of software is maturing at a rapid pace and is being commoditized to the point where software bots work alongside humans for specific functions within an organization. In Robotic Process Automation LiveLessons Mike Ogrinz and John Checco demonstrate the significant benefits involved in this red-hot topic and how to get the most out of your automation platforms. Within this growing field are some non-obvious drawbacks and pitfalls. Fragile automations can lead to production failures. Unmonitored usage can have undesirable, out-of-control side effects. And lack of oversight and control can create brittle interdependencies that stifle innovation and create governance challenges. This introductory LiveLessons video covers the basics as well as the gotchas. About the Instructors Michael Ogrinz leads a research and innovation team at one of the worlds largest financial institutions. He first became involved with RPA technology in 2008 and went on to author Mashup Patterns , a groundbreaking book for Addison-Wesley in 2009. He has written and presented numerous talks on RPA and RDA. In his personal life, Michael builds robots (the other kind), restores classic pinball and arcade machines, and is a competitive inventor (and winner of Season 2 of the Qualcomm Invent-off series.) John C. Checco is President Emeritus for the New York Metro InfraGard Members Alliance as well as an information security professional, providing subject-matter expertise across various industries. John has been an active contributor to the Strategic Advisory & Content Committee of the WSTA (Wall Street Technology Association) since 1997, a member of InfraGards NY Metro Chapter since 2003, a member in several other security organizations (ASIS, ISSA and OWASP), and was co-founder and, since 2014, was chair for the NY Metro Joint Cyber Security Conference & Workshop series. Skill Level Beginning to Intermediate What You Will Learn Learn about ...
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    Developing Infrastructure as Code with Terraform LiveLessons (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Overview Cloud computing has revolutionized the IT industry over the past decade. Now that the dust is settling, IT professionals are beginning to realize that the roles, responsibilities, and practices that previously made sense need to be re-examined. Developing Infrastructure as Code with Terraform LiveLessons lays out the road ahead and teaches cutting-edge tools and practices to quickly bring existing skills up to date or to jump-start a novice career. Infrastructure as Code (IaC) dissolves the boundaries between Dev and Ops to the point where infrastructure engineering is now a software development discipline. That's where this LiveLessons course comes in. Description Modern software development in the cloud has spurred myriad advances in efficiency for developers. Now, infrastructure engineers can leverage many of the same tools and practices to deploy reliable infrastructure. This course shows how to successfully integrate Infrastructure as Code (IaC) into your test and deployment pipelines. This LiveLessons course introduces the philosophy behind IaC and covers how to implement IaC in your own environment using Terraform. Robert Jordan illustrates the critical tools and practices to successfully implement IaC in a collaborative production environment. Developers and Ops clientele will learn how to integrate IaC into test and deployment pipelines, how to enforce code review for infrastructure changes, and how to manage infrastructure change. The video combines PowerPoint slides, interactive web demonstrations, and code illustration. About the Instructor Robert Jordan has been designing, implementing, and deploying production applications for some of the world's largest media and scientific customers for more than 20 years. Throughout that time, he has successfully led projects on all major cloud platforms and is currently certified on both AWS and GCP platforms. He is also a co-founder of Pragmatic AI Labs. Skill Level Beginner to Intermediate What You Will Learn Learn how to Build and test cloud infrastructure Create reproducible, immutable infrastructure with code Master industry-leading software Terraform Implement collaborative IaC teams Learn to perform real-world deployment scenarios, including Collaborative IaC development Deployment stages (e.g., dev/stage/prod) Testing and debugging Terraform deployment Who Should Take This Course Infrastructure Engineers System Architects Software Engineers En...
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    ReactJS Fundamentals, 3rd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 39 min.)
    Edition: 3rd edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: 7+ Hours of Video Instruction Get started with React.js for front-end web development Overview React.js Fundamentals LiveLessons, Third Edition, covers vanilla React and presents a refresher on some advanced JavaScript topics and essential ES6 features. You first learn how to create a modern React toolchain. Next, the training covers the advanced JavaScript concepts that regularly pop up in React and the modern ES6 features you'll need to write more idiomatic React code. Next, the training covers a conceptual understanding of React and takes an in-depth look at how React's virtual DOM works. Starting in Lesson 6, you dive into writing React code using the original create class syntax and begin to look at the JSX. Next, you see how to rewrite your earlier code using modern es6 features. From there, you learn the remaining vanilla React topics, such as component lifecycle and state management. The training wraps up with a discussion of how you can tweak performance in React apps, use styling, and create functional components. About the Instructor Charles Crawford III has more than ten years of software experience and five years of experience in software education. He is currently a lead instructor at Code Fellows, where he teaches full-stack web programming. He is also an active software and writing consultant and the director of marketing for Hack The People, a distributed nonprofit organization focused on fostering mentor-mentee relationships in software development. Additionally, Charles is an active blog contributor at The New Stack, a site featuring news about and analysis of an ever-changing software development ecosystem. Prior to this, Charles was a developer evangelist for Shippable, a SaaS that leverages Docker to provide continuous integration services. He was also a software engineer at Amazon Web Services on the Elastic Beanstalk team, where he worked on things such as the Elastic Beanstalk Ruby container, Nodejs container, and the Docker container. Skill Level Intermediate Learn How To Utilize the React toolchain Understand the advanced JavaScript features used with React Use ES6 features with React Understand basic React concepts Utilize React's virtual DOM Code a React app with traditional and ES6 Optimize React performance Utilize libraries to make React a complete front-end solution Use React router Use Flux Use Redux Test React applications Use React functional components Who Should Take This Course Intermediate t...
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    Deep Learning with TensorFlow, Keras, and PyTorch (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7+ Hours of Video Instruction An intuitive, application-focused introduction to deep learning and TensorFlow, Keras, and PyTorch Overview Deep Learning with TensorFlow, Keras, and PyTorch LiveLessons is an introduction to deep learning that brings the revolutionary machine-learning approach to life with interactive demos from the most popular deep learning library, TensorFlow, and its high-level API, Keras, as well as the hot new library PyTorch. Essential theory is whiteboarded to provide an intuitive understanding of deep learning's underlying foundations; i.e., artificial neural networks. Paired with tips for overcoming common pitfalls and hands-on code run-throughs provided in Python-based Jupyter notebooks, this foundational knowledge empowers individuals with no previous understanding of neural networks to build powerful state-of-the-art deep learning models. About the Instructor Jon Krohn is the Chief Data Scientist at the machine learning company untapt. He presents a popular series of tutorials published by Addison-Wesley and is the author of the acclaimed book Deep Learning Illustrated . Jon teaches his deep learning curriculum in-classroom at the New York City Data Science Academy. He holds a doctorate in neuroscience from Oxford University, lectures at Columbia University, and carries out machine vision research at Columbia's Irving Medical Center. Skill Level Intermediate Learn How To Build deep learning models in all the major libraries: TensorFlow, Keras, and PyTorch Understand the language and theory of artificial neural networks Excel across a broad range of computational problems including machine vision, natural language processing, and reinforcement learning Create algorithms with state-of-the-art performance by fine-tuning model architectures Self-direct and complete your own Deep Learning projects Who Should Take This Course Software engineers, data scientists, analysts, and statisticians with an interest in deep learning. Code examples are provided in Python, so familiarity with it or another object-oriented programming language would be helpful. Previous experience with statistics or machine learning is not necessary. Course Requirements Some experience with any of the following are an asset, but none are essential: Object-oriented programming, specifically Python Simple shell commands; e.g., in Bash Machine learning or statistics Lesson Descriptions Lesson 1: Introduction to Deep Learning and Artifi...
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    Object-Oriented Programming with Java (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Java was introduced to the open-source community more than 20 years ago, and it remains popular among developers. However, we now live in a world dominated by the cloud, mobile, IoT, and open source, where containers, Kubernetes, microservices, reactive, and cloud-native application development can deliver higher levels of productivity and efficiency. That's where OOP concepts take center stage, and what Caleb concentrates on in this LiveLessons. Description In Object-Oriented Programming with Java LiveLessons , Caleb Curry provides the foundational instruction on OOP design principles and concepts, applying them in Java, so that programmers can overcome the challenges of starting or moving to OOP. Because modern languages are designed for scalability, Caleb describes how to think about coding with scalability in mind. He introduces classes, objects, methods, fields, access modifiers, encapsulation, polymorphism, and inheritance. He also covers some of the best practices around exception handling in the context of object-oriented programming for Java up through Java SE 14. About the Instructor Caleb Curry has taught thousands of people programming principles through his YouTube channel and social channels. He works with numerous programming languages and has developed a following and reputation as a guru in coding and technology. His simple approach to teaching delights audiences of 190,000 subscribers on YouTube. He also produces courses with Pearson ( Getting Started with MongoDB and NoSQL LiveLessons ) and has been featured in Forbes . Website: http://calebcurry.com YouTube: https://youtube.com/calebthevideomaker2 LinkedIn: https://www.linkedin.com/in/calebcurry Skill Level Beginning to Intermediate What You Will Learn Learn the common terminology of object-oriented programming Develop example code for the main keywords Learn how the Java language is structured to build code to your full potential Build Java applications that use object-oriented principles Learn to encapsulate data using various Java keywords Design an inheritance hierarchy and implement it in code Understand polymorphism and how to get the most from your inheritance hierarchy Conquer the vast number of access modifiers to ensure the integrity of your code Who Should Take This Course Programmers Developers (getting started with OOP concepts, but aware of programming in general) Course Requirements Prerequisites: Familiarity with t...
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    Getting Started with Kubernetes LiveLessons, 2nd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction More than six and a half hours of video instruction, including demos and labs, on how to get started with Docker Containers running as replicated Pods in Deployments in a Kubernetes environment. Overview This all-new edition of Getting Started with Kubernetes offers a complete overview of everything needed to start working with Kubernetes. It starts by explaining what Kubernetes is all about, and then moves into an overview of working with containers. This course first demonstrates how to install Kubernetes and then walks the viewer through core Kubernetes components, including how to use them running applications in Pods and deployments. The course then moves through networking and storage, as well as the role of the Kubernetes API. Finally, it discusses how to run Kubernetes in the Enterprise, and how to troubleshoot it in case it doesn't work out well. Topics include: Understanding Kubernetes Container Fundamentals Installing Kubernetes Discovering Kubernetes Managing Kubernetes Applications Exposing Applications Configuring Storage Managing the Kubernetes API Running Kubernetes in the Enterprise Managing Kubernetes in the Enterprise Troubleshooting Kubernetes 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 over 25 video courses, including the CKAD and CKA Complete Video Courses. He teaches courses for customers around the world, and is also a regular speaker on major conferences related to open source software. Sander is the founder of the Living Open Source Foundation, a non-profit organization that teaches open source to talent in different African countries. Skill Level Intermediate/experienced Linux administrators Learn How To Set up Kubernetes for container orchestration Use Docker within a Kubernetes environment Set up a lab, and use Minikube Work with kubectl and YAML files Deploy applications in Kubernetes Use pods and replica sets, and labels Manage Namespaces and deployments Scale deployments up and down Work with networking in a Kubernetes environment Network within a pod, and work with ingress Store data in Kubernetes with persistent and non-persistent volumes Understand dynamic provisioning Work with secrets and configmaps Work with Helm charts and other tools to manage Kubernetes in the enterprise Se...
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    Starting Kanban (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Description Be the team everyone trusts. Overview Learn Kanban and master key strategies for improving the flow of work on your teams in this introductory video. Starting Kanban helps you find success in leading teams by bringing you inside the classroom, on to real teams, and into private sessions between Kanban's most celebrated experts. Enjoy access to world-class content and join a community of like-minded agilists who are pursuing mastery. About the Instructor Brendan Wovchko was the engineer-turned-manager you'd never want to work for-perpetually leaving a wake of distraction and disruption behind him. That is, until Kanban. Drawing from his experience as both a maker and a stakeholder, Brendan teaches that perfect leadership and flawless execution isn't a requirement to be the team that everyone trusts-it's mastering key strategies for improving the flow of work on your team. He is the founder of Huge IO, an Accredited Kanban Trainer, software entrepreneur, and community organizer. Skill Level Beginner Learn How To Unhide work Get organized Clarify priorities Stop overburdening Overcome gridlock Deliver predictability Collaborate effectively Communicate effectively Reduce emergencies Eliminate rework About HugeIO HugeIO is a company that teaches Kanban in the form of video courses, live workshops and Kanban games. It is an accredited training organization through Lean Kanban University, the global authority in Kanban education.
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    Deep Learning for Natural Language Processing, 2nd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 60 min.)
    Edition: 2nd 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.
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    Continuous Compliance on AWS (The DevSecOps on AWS Series) (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction Automatically adhere to best practices by learning to run compliance as code in a Continuous Delivery process using AWS Config Rules, Amazon CloudWatch Event Rules, AWS CloudFormation, AWS CodePipeline, and AWS Lambda. Overview In this course, you will learn to use AWS services to define compliance as code, including AWS Config Rules, Amazon CloudWatch Event Rules, AWS CloudFormation, AWS CodePipeline, and AWS Lambda. You also learn how to use a combination of these tools to prevent, detect, and remediate noncompliant resources in your software systems. Paul Duvall has six AWS certifications, including AWS Certified DevOps Engineer Professional and AWS Certified Security – Specialty. He has architected, implemented, and managed software and systems solutions for more than 20 years. Throughout the course, you will have the opportunity to work along with Paul as he demonstrates how to automate the provisioning of these services and how to include them as part of a deployment pipeline using AWS CloudFormation and AWS CodePipeline. About the Instructor Paul Duvall is a founder of Stelligent and Chief AWS Evangelist at Mphasis–an AWS Premier Consulting Partner with the DevOps, Security, and Financial Services Competencies that has been implementing Continuous Delivery solutions on AWS since 2009. Paul has been an AWS Community Hero since 2016. He has six AWS certifications, including AWS Certified DevOps Engineer Professional and AWS Certified Security — Specialty. He has architected, implemented, and managed software and systems solutions for more than 20 years. He is the principal author of Continuous Integration: Improving Software Quality and Reducing Risk (Addison-Wesley, 2007), a 2008 Jolt Award Winner, and author of many other publications, including DevOps Essentials on AWS LiveLessons (Addison-Wesley, 2017). He writes for several publications including Forbes , Stelligent , and Mphasis , and hosts the "DevOps on AWS Radio" podcast. Skill Level Intermediate to Advanced Learn How To Apply key compliance concepts on AWS. Use AWS services and tools to automate compliance, including AWS CloudFormation, AWS Config Rules, AWS CodePipeline, Amazon CloudWatch Event Rules, and AWS Lambda. Integrate Continuous Compliance workflows for prevention, detection, and remediation into your software delivery process. Who Should Take This Course Software developers and security and compliance professionals who...
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    Spring Boot and Kotlin LiveLessons (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Spring Boot and Kptlin Table of Contents Introduction Lesson 1: Kotlin Everywhere Learning objectives 1.1 How I Learned to Stopped Worrying and Love Kotlin 1.2 A Tour of the Ecosystem Lesson 2: Kotlin, the Language Learning objectives 2.1 Syntax 2.2 Coroutines Lesson 3: Kotlin as a Better Java Learning objectives 3.1 Motivations 3.2 JDBC 3.3 Exposed ORM Lesson 4: Kotlin DSLs and Spring Learning objectives 4.1 Motivations 4.2 Reactive Web 4.3 Gateway 4.4 Functional Configuration 4.5 Spring Fu Summary
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    AWS Monitoring Strategies (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 3+ Hours of Video Instruction Overview Implementing effective monitoring in Amazon Web Services (AWS) requires a fundamental understanding of several services and features in the ecosystem. AWS Monitoring Strategies Livelessons was specifically created to focus on monitoring in AWS to explain the various tools available in the AWS ecosystem for monitoring, including performance, availability, log, and security monitoring features. Monitoring is a critical piece of infrastructure that is often neglected. Monitoring in the cloud, and in AWS specifically, requires knowledge of specific principles as well as hands-on experience working with monitoring services and features. This course is dedicated to providing that knowledge, along with enough demonstrations to show how implementation actually works. About the Instructor Chad Smith is the principal cloud architect at Brightkey.cloud. He is a certified architect for both Amazon Web Services and Google Cloud Platform. He brings a wealth of relevant experience in cloud adoption, infrastructure design, data security, and cloud operations. Chad holds current AWS certifications in Architecture (Associate and Professional), SysOps, and Security. Skill Level Beginner/Intermediate Learn How To Determine the best monitoring services for your situation Determine the difference between passive and active response Use CloudWatch Dashboard Navigate a Route 53 Failover and Route 53 health checks Use logs and metrics to determine what is happening to your system Use thresholds and alarms Use CloudTrail, GuardDuty, AWS Config, and AWS Systems Manager Who Should Take This Course AWS architects AWS SysOps professionals AWS security professionals Beginner to intermediate AWS users Course Requirements Basic understanding of the AWS ecosystem and infrastructure architecture Working knowledge of traditional monitoring techniques Experience with automation strategies, including scripting languages Lesson descriptions Lesson 1, "Foundations of Monitoring," covers the elements of a 360-degree view of infrastructure and the differences between passive and active responses to alarms. Lesson 2, "Monitoring in AWS Overview," discusses how monitoring in AWS differs from monitoring traditional architectures in an on-premises data center. Monitoring access, permissions are covered along with hybrid architectures and how they make monitoring more complicated. Lesson 3, "Performance Monitoring," introduces CloudWatch and its dashb...
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    11 Steps to Awesome with Kubernetes, Istio, and Knative LiveLessons (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 11 Steps to Awesome with Kubernetes, Istio, and Knative LiveLessons Sneak Peek 7 Hours of video The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
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    Pragmatic AI and Machine Learning Core Principles (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Machine Learning is the scientific study of models and algorithms that train a computer to make predictions without explicit instruction. Machine Learning is a subset of Artificial Intelligence, which can be defined as computers that mimic human problem-solving. This video demonstrates the core principles of Machine Learning and AI, including supervised Machine Learning, unsupervised Machine Learning, neural networks, and social network theory. Learn to master the foundational concepts of AI and Machine Learning. The LiveLessons video starts with an overview of Artificial Intelligence and covers applications of AI across industries and opportunities in AI for individuals, organizations, and ecosystems. It also covers the difference between narrow, general, and super AI. Description Shore up the foundational knowledge necessary to work with Artificial Intelligence and Machine Learning! This LiveLesson video covers the core principles of Artificial Intelligence and Machine Learning, including how to frame a problem in terms of Machine Learning and how Machine Learning is different than statistics. Learn about fundamental concepts including nearest neighbors, decision trees, and neural networks. The video wraps up covering timely machine learning topics such as cluster analysis, dimensionality reduction, and social networks. Access the code repository for this LiveLesson at https://github.com/noahgift/fundamentals_ai_ml . About the Instructor Noah Gift is lecturer and consultant at UC Davis Graduate School of Management MSBA program the Graduate Data Science program, MSDS, at Northwestern, the Graduate Data Science program at UC Berkeley. He is teaching and designing graduate Machine Learning, AI, Data Science courses and consulting on Machine Learning and Cloud Architecture for students and faculty. These responsibilities include leading a multi-cloud certification initiative for students. Noah is a Python Software Foundation Fellow, AWS Subject Matter Expert (SME) on Machine Learning, AWS Certified Solutions Architect and AWS Academy Accredited Instructor, Google Certified Professional Cloud Architect, and Microsoft MTA on Python. Noah was selected to the SME Machine Learning team due to accomplishments in the area of Machine Learning on the AWS platform. He has published more than 100 technical publications, including several books on subjects ranging from Cloud Machine Learning to DevOps. Gift received an MBA fro...
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    ODSC West 2018 (Open Data Science Conference) (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 49 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Royalties for this video set help fund ODSC community initiatives such as grants to open source projects, our diversity program, student travel grants, and other initiatives. The Open Data Science Conference has established itself as the leading conference in the field of applied data science. Each ODSC event offers a unique opportunity to learn directly from the core contributors, experts, academics and renowned instructors helping shape the field of data science and artificial intelligence Presentations cover not only data science modeling but also the languages and tools needed to deploy these models in the real world such as TensorFlow, MXNet, scikit-learn, Kubernetes, and many more. Our conferences are organized around focus areas to ensure our attendees are at the forefront of this fast emerging field and current with the latest data science languages, tools, and models. You’ll find in our East 2018 video catalog some of our most popular focus areas including: Deep Learning and Machine Learning Over the last 5 years, we have seen incredible advances in the field of data scientist thanks to breakthroughs in neural networks, transfer learning, reinforcement learning, and generative adversarial networks (GANs) to name a few. With the advent of Google Voice, Alexa, and other voice assistants, presentations on enabling technologies like NLP, RNNs, and LSTM are popular. Some session to note: OS for AI: How Serverless Computing Enables the Next Gen of ML—Jon Peck pomegranate: Fast and Flexible Probabilistic Modeling in Python—Jacob Schreiber Data Wrangling to Provide Solar Energy Access Across Africa—Brianna Schuyler, PhD The past, present, and future of Automated Machine Learning—Randy Olson, PhD Minimizing and Preventing Bias in AI—Frances Haugen Deep Learning on Mobile—Anirudh Koul State of the Art Natural Language Understanding at Scale—David Talby, PhD Latest Developments in GANS—Seth Weidman How to Reason About Stateful Streaming Machine Learning Serving—Lessons from Production—Patrick Boueri An Introduction to Active Learning—Jennifer Prendki, PhD How to use Satellite Imagery to be a Machine Learning Mantis Shrimp—Sean Patrick Gorman, PhD Core Data Science and Data Visualization As data science advances at a rapid pace, core skills are more important than ever. Our sessions range from beginner to advanced level for core topics. Additionally, data and models need to be actionable and data visualization remains a key skill in any data sci...
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    Machine Learning with scikit-learn LiveLessons (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction Learn the main concepts and techniques used in modern machine learning through numerous examples written in scikit-learn Overview Machine Learning with scikit-learn LiveLessons is your guide to the scikit-learn library, which provides a wide range of algorithms in machine learning that are unified under a common and intuitive Python API. Most of the dozens of classes provided for various kinds of models share the large majority of the same calling interface. Quite often you can easily substitute one algorithm for another with very little or no change in your underlying code. This enables you to explore the problem space quickly and often to arrive at an optimal–or at least satisficing–approach to your problem domain or datasets. The scikit-learn library is built on the foundations of the numeric Python stack. It uses NumPy for its fundamental data structures and optimized performance, and it plays well with pandas and matplotlib. It is free software under a BSD license. The great bulk of machine learning programming in Python is done with scikit-learn—at least outside the specialized domain of deep neural networks. About the Instructor David Mertz has been involved with the Python community for 20 years, with data science, (under various previous names) and with machine learning since way back when it was more likely to be called “artificial intelligence.” He was a director of the Python Software Foundation for six years and continues to serve on, or chair, a variety of PSF working groups. He has also written quite a bit about Python: the column Charming Python for IBM developerWorks, for many years; Text Processing in Python (Addison-Wesley, 2003); and two short books for O’Reilly. He created the data science training program for Anaconda, Inc., and was a senior trainer for them. Skill Level Intermediate Learn How To Use various machine learning techniques Explore a dataset Perform various types of classification Use regression, clustering, and hyperparameters Use feature engineering and feature selection Implement data pipelines Develop robust train/test splits Who Should Take This Course Programmers and statisticians interested in using Python and the scikit-learn library to implement machine learning Course Requirements Programming experience Table of Contents Introduction Lesson 1: What Is Machine Learning? Lesson 2: Exploring a Dataset Lesson 3: Classification Lesson 4: Regression Less...
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    Machine Learning Fundamentals with Amazon SageMaker on AWS (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 46 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.
    Note: Online resource; Title from title screen (viewed September 23, 2019)
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    Getting Started with Blockchain and Cryptocurrency (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 3+ Hours of Video Instruction Overview In this course, participants learn what blockchain and cryptocurrency are, how they work, and how these technologies are being applied. The course explains what smart contracts are and how they work, the rise of new funding mechanisms such as Initial Coin Offerings (ICOs) and Security Token Offerings (STOs), and how the use of digital tokens and “tokenization” are changing many long-established business rules. Through the use of demonstrations and detailed slide explanations, we explore the state of the blockchain business market, including investments and projections for market growth. There is an opportunity to analyze multiple use cases of the blockchain technology being applied. The course also provides a section on how you can determine whether using blockchain and cryptocurrency are right for your business. This course quickly brings you up to speed on blockchain and cryptocurrency and how these technologies are being used to drive a new wave of innovation across a wide range of businesses. You will gain valuable professional knowledge on what blockchain and cryptocurrency are, how they are being used across numerous industries, why they are so innovative and disruptive, and how you can determine whether blockchain is right for your business. Topics include Module 1: Blockchain and Bitcoin Basic Concepts Module 2: Cryptocurrency and Smart Contracts Module 3: Business Opportunities in Blockchain Module 4: Blockchain and Your Business About the Instructor George Levy is a lecturer and senior instructor on blockchain, Bitcoin, and cryptocurrency at Blockchain Institute of Technology (BIT), a leading professional training and certification organization focused on blockchain technology and cryptocurrency. He is also co-founder and chief marketing officer for Bitsonline, a prominent media portal for all things cryptocurrency, blockchain, and the technology that frames it all. He is a former regional manager for Microsoft Corporation and a vice president for the World Business Forum (WOBI). An award-winning digital entrepreneur with more than 20 years of professional experience working with the Internet and digital technology, he is on a mission to help further the global growth of blockchain technology to drive positive change. George is a Certified Senior Blockchain Professional (CSBCP) from Blockchain Institute of Technology (BIT) and a Certified Bitcoin Professional (CBP) from CryptoCurrency Certificat...
    Note: Online resource; Title from title screen (viewed July 17, 2019)
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    Building AI Applications on Google Cloud Platform (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Overview There is a rapid evolution occurring in machine learning with tools like AutoML that basically automate many of the tedious aspects of machine learning and allow developers to focus on getting results into production. Noah Gift illustrates just now to harness this technology and deploy it successfully on Google Cloud Platform, demonstrating for developers how to employ the current best practices and automated tools to create analytics applications that solve real-world problems. Developers who want to take their Data Science skills to the next level and build AutoML applications in the Cloud will benefit from this unique course, as they learn how to use AutoML, Big Query, Python, and Google App Engine to create sophisticated AI. Description Cloud AutoML is a suite of machine learning products that enables developers with limited machine learning expertise to train high-quality models specific to their business needs. It relies on Google’s state-of-the-art transfer learning and neural architecture search technology. Developers use Cloud AutoML’s graphical user interface to train, evaluate, improve, and deploy models based on their data. This LiveLesson covers programming components essential to the development of AI and Analytics applications. The focus is on building real-world software engineering applications on the Google Cloud Platform. Several emerging technologies are used to demonstrate the process, including AutoML and Google BigQuery. The Python language is used throughout the course, as Python is becoming the de facto standard language for AI application development in the cloud. Download the supplemental files for this LiveLesson from http://www.informit.com/store/building-ai-applications-on-google-cloud-platform-livelessons-9780135973509 . About the Instructor Noah Gift is a lecturer at the UC Davis Graduate School of Management, MSBA program, the Graduate Data Science program, MSDS, at Northwestern and the Graduate Information and Data Science Program at UC Berkeley. He is teaching and designing graduate machine learning, AI, Data Science, and Cloud Architecture courses. These responsibilities include leading a multi-cloud certification initiative for students. Noah is a Python Software Foundation Fellow, AWS Subject Matter Expert (SME) on Machine Learning, AWS Certified Solutions Architect, AWS Certified Big Data-Specialist, AWS Certified Machine Learning-Specialist, AWS Academy Accredited I...
    Note: Online resource; Title from title screen (viewed August 8, 2019)
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    Data Analytics and Machine Learning Fundamentals LiveLessons Video Training (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: More than 7.5 Hours of Video Instruction Overview Nearly every company in the world is evaluating its digital strategy and looking for ways to capitalize on the promise of digitization. Big data analytics and machine learning are central to this strategy. Understanding the fundamentals of data processing and artificial intelligence is becoming required knowledge for executives, digital architects, IT administrators, and operational telecom (OT) professionals in nearly every industry. In Data Analytics and Machine Learning Fundamentals LiveLessons , experienced CCIEs Robert Barton and Jerome Henry provide more than 7 1/2 hours of personal instruction exploring the principles of big data analytics, supervised learning, unsupervised learning, and neural networks. In addition to delving into the fundamental concepts, Barton and Henry address sample big data and machine learning use cases in different industries and present demos featuring the most common tools (such as Hadoop, TensorFlow, Matlab/Octave, R, and Python) in various fields used by data scientists and researchers. At the conclusion of this video course, you will be armed with knowledge and application skills required to become proficient in articulating big data analytics and machine learning principles and possibilities. Skill Level Beginner to intermediate data analytics/machine learning knowledge Learn How To * Understand how static and real-time streaming data is collected, analyzed, and used * Understand the key tools and methods that enable machines to learn and mimic human thinking * Bring together unstructured data in preparation for analysis and visualization * Compare and contrast the various big data architectures * Apply supervised learning/linear regression, data fitting, and reinforcement learning to machines to yield the information results you’re looking for * Apply classification techniques to machine learning to better analyze your data * Exploit the benefits of unsupervised learning to glean data you didn’t even know you were looking for * Understand how artificial neural networks (ANNs) perform deep learning with surprising (and useful) results * Apply principal components analysis (PCA) to improve the management of data analysis * Understand the key approaches to implementing machine learning on real systems and the considerations you must make when undertaking a machine learning project Who Should Take This Course * Anyone who wants to learn about machine learni...
    Note: Online resource; Title from title screen (viewed April 2, 2019)
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    Amazon Web Services AWS LiveLessons 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 17 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: More Than 17 Hours of Video Instruction More than 17 hours of video instruction on Amazon Web Services with coverage on cloud computing and available AWS services, as well as a guided hands-on look at using services such as EC2 (Elastic Compute Cloud), S3 (Simple Storage Service), and more. Overview Amazon Web Services (AWS) LiveLessons is a unique video product designed to provide a solid foundational understanding of the Amazon Web Services (AWS) infrastructure-as-a-service (IaaS) products. The course covers concepts necessary to understand cloud computing platforms, distributed computing, multi-tier architectures, virtual machines, storage, databases, analytics, high availability, and much more. This course has been designed to show just how simple and cost-effective it is to achieve a superior level of high-availability, fault-tolerance, security, and reduced operational burden in your infrastructure and applications. Detailed throughout the course are a number of use cases designed to spark your imagination and exemplify well-architected solutions within the rich and varied ecosystem that is Amazon Web Services. You can also use this video as a secondary resource to help you study for the AWS Cloud Practitioner and Solutions Architect Exams. Since the first edition of this course, AWS has added many new services to their offerings, as well as many new features to existing services. The AWS web-based management console has also seen significant updates and improvements. In this second edition, many of those new services and features are covered, and all new diagrams have been provided to more accurately represent those you will see in a real-world scenario. The new edition also includes all new demos to account for changes in the AWS management console user interface. Amazon Web Services (AWS) LiveLessons contains 14 independent video lessons totaling almost 13 hours of instruction. The videos contain in-depth instruction using live demos, slide instruction, and video captures. Demonstrations of Amazon Web Services and third-party cloud solutions are included to provide necessary context and experience for further study and use of AWS. Skill Level Beginner/All levels Learn How To Get started with AWS, including networking, computing, storage, managing databases, and security Understand cloud-computing platforms, and how AWS fits into them Use EC2, CloudWatch, S3 Buckets, and more Use IAM, VPC, NACLs, AMI, ECS, EKS, EBS, and other various t...
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    Advanced Web Development in Python with Django (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: More than 8 Hours of Video Instruction Overview Advanced Web Development in Python with Django LiveLessons is intended for people familiar with web development who understand the basics of Django and want to get more out of it but are unfamiliar with more difficult topics such as authentication, database query optimization, and caching. The course builds directly on top of Andrew Pinkham's previous course, Web Development in Python with Django LiveLessons, starting with the same code base where the class left off and building new features in the same project, making for a clear and clean learning progression. While the previous course is not a hard prerequisite, the prerequisites for that course and the concepts introduced in it will be necessary to understand the videos. A review lesson enables people to judge for themselves whether the course is appropriate for their level. About the Instructor Andrew Pinkham is the founder and lead engineer at JamBon Software, which provides development consulting services. He is the author of Django Unleashed †(Pearson) and a popular speaker at DjangoCon U.S., and provides instruction in Python and Django. Andrew specializes in web and mobile products and enjoys communicating complex ideas in simple ways. He is also passionate about usability, security, and distributed systems. He is a 2009 graduate of Dartmouth College and currently resides in Boston, Massachusetts. Skill Level Intermediate Learn How To Write tests for Django Implement authentication in Django Optimize Django performance Enhance applications Enable user media and processing with a Celery queue Utilize asynchronous Python Who Should Take This Course Python programmers and other software developers interested in leveraging the Django web framework to build web applications Course Requirements Python programming experience Lesson Descriptions Lesson 1: Dip Your Toes Into Test Writing Lesson 1 starts off the course with testing, which is crucial to successful software development. The lesson begins by looking at the why, what, and how of testing, and then dives into how to test all the different components in Django. You also get a taste of Django's check framework. Lesson 2: Protect Site Access with Authentication Lesson 2 starts with authentication, or login and logout, but the focus is not limited to just that. As always, the lesson begins by discussing the fundamentals, and then dives into how they work with Django. We'll build login and...
    Note: Online resource; Title from title screen (viewed November 22, 2019)
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    Abstraction in Computer Networks (2019)
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    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Computer networks rely on many forms of abstraction to scale‚Äìindeed, to operate at all. While at least some of this abstraction is visible, such as route aggregation and flooding domain boundary summarization, much of it is hidden in unexpected places, such as in the logical construction of a network device, in the operation of BGP route reflectors, and in the data plane protocol stack. Abstraction in Computer Networks LiveLessons considers abstraction in theory and practice across many of the places it is used in building network devices, network software, and networks. Tradeoffs and common problems are considered, and the relationship between abstraction and complexity is discussed. Viewers learn how to think about what abstraction hides, and why it is important to hide each of these things. They also learn how to look in unexpected places for abstraction, how to think about leaky abstractions, and how Keith’s Law and the first corollary to Keith’s Law impact abstraction, including unintended consequences. Abstraction also relates to the State/Optimization/Surface tradeoff triad, so a section of this LiveLesson considers that tradeoff and how abstraction controls the speed and amount of state, impacts the depth and breadth of interaction surfaces, and reduces optimization. About the Instructor Russ White has more than 25 years of experience in designing, deploying, breaking, and troubleshooting large-scale networks. In that time, he has co-authored more than 40 software patents, has spoken at venues throughout the world, has participated in the development of several Internet standards, has helped develop the CCDE and the CCAr, and has worked in Internet governance with the ISOC. Russ is currently a member of the artchitecture team at LinkedIn, where he works on next-generation data center designs, complexity, security, and privacy. His most recent books are The Art of Network Architecture , Navigating Network Complexity , and Problems and Solutions in Network Engineering . MSIT Capella University, MACM Shepherds Theological Seminary, PhD in progress from Southeastern Theological Seminary CCIE No. 2635, CCDE 2007:001, CCAr Skill Level Beginner-Intermediate strong〉Learn How To Find and understand abstraction, including hidden abstractions, in a network Find and understand the tradeoffs between abstraction, complexity, understandability, and network optimization Understand the relationship between Keith’s Law, the first corollary to Keith’s ...
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    Learning Amazon Web Services (AWS) (Companion Videos) (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The companion videos for Learning Amazon Web Services (AWS) , the The Practical, Foundational Technical Introduction to the World’s #1 Cloud Platform Learning Amazon Web Services (AWS) is the perfect foundational resource for all administrators, developers, project managers, and other IT professionals who want to plan and deploy AWS services and/or earn AWS certification. Top cloud trainer and evangelist Mark Wilkins teaches best practices that align with Amazon’s Well-Architected Framework, introduces key concepts in the context of a running case study, carefully explains how core AWS services operate and integrate, and offers extensively tested tips for maximizing flexibility, security, and value. Companion online videos guide you step-by-step through setting AWS compute, storage, networking, scale, security, automation, and more. Balance cost, compliance, and latency in your service designs Choose the right networking options for your virtual private cloud (VPC) Build, host, launch, manage, and budget for EC2 compute services Plan for scale and resiliency, and make informed decisions about AWS storage Enforce strict security, and automate to improve operational efficiency
    Note: Online resource; Title from title screen (viewed August 3, 2019)
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    AWS Account Setup Best Practices (2019)
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    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Account Setup Best Practices Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
    Note: Online resource; Title from title screen (viewed November 7, 2019)
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    MTA 98-364 : Database Fundamentals LiveLessons (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction Learn the fundamentals of databases and prepare for the Microsoft Technology Associate (MTA) exam 98-364: Database Fundamentals. Overview In MTA 98-364 Database Fundamentals LiveLessons , you gain the knowledge required to work with and design relational databases and prepare for Microsoft MTA Exam 98-364. Drawing on his experience as a SQL Server MVP, Eric Johnson guides you from the basic elements of databases, such as tables and indexes, and progresses into the principles of database design and layout. Building on that foundation, you learn how to perform more advanced skills, such as database administration, backup, and security. Topics are organized into easily digestible lessons so you can learn these skills with ease. This video course, along with additional study, helps you achieve the hands-on experience recommended to take the exam and demonstrate your mastery of database fundamentals. Skill Level Beginner Learn How To Understand concepts involved with database storage Perform database normalization Create database objects Manipulate data in databases Secure databases Back up and restore databases Who Should Take This Course Developers and system administrators with no prior experience working with databases Course Requirements Knowledge of Windows operating system IT background with no prior database experience About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Prentice Hall, Sams, and Que. Topics include IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video. Video Lessons are available for download for offline viewing within the streaming format. Look for the green arrow in each lesson.
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    Database Fundamentals LiveLessons (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction Learn the fundamentals of databases. Overview In MTA 98-364 Database Fundamentals LiveLessons , you gain the knowledge required to work with and design relational databases and prepare for Microsoft MTA Exam 98-364. Drawing on his experience as a SQL Server MVP, Eric Johnson guides you from the basic elements of databases, such as tables and indexes, and progresses into the principles of database design and layout. Building on that foundation, you learn how to perform more advanced skills, such as database administration, backup, and security. Topics are organized into easily digestible lessons so you can learn these skills with ease. This video course, along with additional study, helps you achieve the hands-on experience recommended to take the exam and demonstrate your mastery of database fundamentals. Skill Level Beginner Learn How To Understand concepts involved with database storage Perform database normalization Create database objects Manipulate data in databases Secure databases Back up and restore databases Who Should Take This Course Developers and system administrators with no prior experience working with databases Course Requirements Knowledge of Windows operating system IT background with no prior database experience About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Prentice Hall, Sams, and Que. Topics include IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video. Video Lessons are available for download for offline viewing within the streaming format. Look for the green arrow in each lesson.
    Note: Online resource; Title from title screen (viewed October 4, 2019)
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    Introduction to Jenkins for DevOps (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction As all companies become software companies, the reliability of software becomes an integral part of a business' success. Continuous testing is critical for delivering robust software and increasing reliability and confidence when software is released. Without constant validation, failure is imminent. Continuous integration allows developers to automate the debugging of new code as it is integrated and identify problems early in the release process. Jenkins is a widely used CI/CD platform, but the lack of a thorough understanding of best practices and scalability is pervasive. It is easy to install Jenkins, but it is difficult to get it right. This course walks you through industry standard best practices to deploy and maintain continuous testing with Jenkins. In this course, you learn how to deploy and configure a Jenkins instance with a real-world use case scenario. Description Cloud technology advancement has changed the face of the tech world, with more emphasis on continuous integration and delivery. Learn how to deploy, configure, and take advantage of Jenkins for Continuous Integration and Continuous Delivery (CI/CD) and pipeline-like workflows. This LiveLesson walks you through the industry standard best practices of deploying Jenkins in a continuous testing environment. Learn to create fully functional Jenkins servers based on Infrastructure as Code (IaC) as well as deploy Jenkins in both AWS and Google Cloud. Learn the advanced features of Jenkins, including the Jenkins Job Builder. Finally, learn several real-world Jenkins deployment case studies. The associated code can be accessed at: https://github.com/alfredodeza/static and https://github.com/alfredodeza/pipeline-jobs About the Instructor Noah Gift is a lecturer at UC Davis Graduate School of Management MSBA program, the Graduate Data Science program, MSDS, at Northwestern, the Data Science program at UC Berkeley, and the USF Health Informatics program. He is teaching and designing graduate Machine Learning, AI, Data Science courses, and consulting on Machine Learning and Cloud Architecture for students and faculty. These responsibilities include leading a multi-cloud certification initiative for students. Noah is also a Python Software Foundation Fellow, AWS Subject Matter Expert (SME) on Machine Learning, AWS Certified Solutions Architect and AWS Academy Accredited Instructor, Google Certified Professional Cloud Architect, and Microsoft MT...
    Note: Online resource; Title from title screen (viewed December 19, 2019)
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    Unity Certified 3D Artist Courseware (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The courses in this series will help you prepare for the Unity Certified 3D Artist exam, the professional certification for entry- to mid-level Unity artists. 3D artists are critical to the Unity development pipeline. They are a bridge between the programmers writing the application code and the designers or art directors who define the application’s aesthetics and style. In these courses, you will be challenged to complete realistic art implementation tasks in Unity that are aligned to the topics covered on the exam. Description Unity’s only official series of courses to prepare for the Unity Certified 3D Artist exam. This specialization covers five topic areas distributed over 5 self-paced courses: Asset Creation and Management; Lighting, Reflection and Post-Processing Effect; Integrating Scripts for Scene Integrations; Character Setup; and Setting up Cutscenes.Participants in this Specialization will complete multiple project milestones across two main projects: a Kitchen Configuration application with a realistic aesthetic, and a 3D video game level with a more stylized science-fantasy look. Across these two projects, learners will complete tasks including importing assets, manipulating materials, creating prefabs, adding lighting, setting up character models, and building cutscenes. About the Instructor Unity Technologies is the creator of the worlds most widely used real-time 3D (RT3D) development platform, giving developers around the world the tools to create rich, interactive 2D, 3D, VR and AR experiences. Our 1000 person engineering team keeps Unity at the bleeding-edge of technology by working alongside partners such as Facebook, Google, Microsoft, and Oculus to ensure optimized support for the latest releases and platforms. Experiences made with Unity reach nearly 3 billion devices worldwide, and were installed 24 billion times in the last 12 months. Unity is powering RT3D in architecture, automotive, construction, engineering, film, games, and more. By successfully completing the projects in all four courses, participants will have had extensive, guided practice in the programming skills needed to pass the Unity Certified 3D Artist Programmer Eexam. Skill Level Intermediate What You Will Learn Select the relevant import settings for importing 3D assets into Unity Troubleshoot common issues with imported 3D assets Identify techniques to prototype scenes and maintain prefabs throughout the production cycle Recognize pro...
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    Using Redux with React LiveLessons Video Training (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Web applications of today are becoming increasingly more complex. Our apps commonly need to request data from various sources and handle rich user interactions, which can become difficult to keep track of as our apps scale. Luckily, if you are using the React framework, there are many ways to solve these problems. React has emerged as the industry standard for JavaScript frameworks. With more than 3 million weekly downloads from the NPM package manager—and heavy usage by leading companies such as Google, Microsoft, Netflix, Twitter and so many more—React is a leading framework. Learn how to unlock the power of React with the Redux library to provide creative solutions and highly flexible web components. In larger applications, many developers and teams lean on Flux-style architectures, such as those implemented by the Redux library, which have proven to be highly scalable and easily testable. Instructor Dave Lunny covers how you can develop successful web applications with these powerful technologies. Description In this 5 hour LiveLesson, Dave Lunny provides a deep dive into the concepts behind Flux-based architectures like Redux, showing how to use unidirectional data patterns to help simplify your web applications. Lunny uses a mix of screen casting, slides, and personal narrative to cover modern development patterns, demonstrating how to solve state management issues that can arise—such as higher-order components, render props, and context. Skill Level Beginning-Intermediate What You Will Learn How to simplify the way data flows through applications A full understanding of the concepts behind Flux-style architecture and how to think in Redux Exciting concepts to help make components more flexible A keen understanding of the overarching concept behind Redux and how the library fits into a modern front-end JavaScript stack How to use Redux with React Advanced React patterns, such as higher-order components, render props, and the Context API Who Should Take This Course Web Developers Javascript developers Course Requirements Pre-requisites: A working knowledge of modern JavaScript (ES6+), as well as some basic CSS/HTML knowledge. Understanding of common web development best practices, specifically the benefits of building reusable UI components. Intermediate knowledge of the React JavaScript framework. About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technolo...
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    Data Engineering with Python and AWS Lambda LiveLessons (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7 Hours of Video Instruction Data Engineering with Python and AWS Lambda LiveLessons shows users how to build complete and powerful data engineering pipelines in the same language that Data Scientists use to build Machine Learning models. By embracing serverless data engineering in Python, you can build highly scalable distributed systems on the back of the AWS backplane. Users learn to think in the new paradigm of serverless, which means to embrace events and event-driven programs that replace expensive and complicated servers. Description Some of the many benefits of programming with AWS Lambda in Python include no servers to manage, continuous scaling, and subsecond metering. Several use cases include data processing, stream processing, IoT backends, mobile, and web applications. Learn to take advantage of a new paradigm in software architecture that will make your code easier to write, maintain, and deploy. AWS Lambda functions are the building blocks for creating sophisticated applications and services on AWS. In this LiveLesson, you learn to use Python to develop Lambda functions that communicate with key AWS services: API Gateway, SQS, and CloudWatch functions. You also learn how a new cloud-based development environment, Cloud9, can streamline writing, debugging, and deploying AWS Lambda functions. About the Instructors Noah Gift is a lecturer and consultant at both the UC Davis Graduate School of Management MSBA program and the Graduate Data Science program, MSDS, at Northwestern. He is teaching and designing graduate Machine Learning, AI, and Data Science courses, and consulting on Machine Learning and Cloud Architecture for students and faculty, including leading a multi-cloud certification initiative for students. Noah is a Python Software Foundation Fellow, AWS Subject Matter Expert (SME) on Machine Learning, AWS Certified Solutions Architect and AWS Academy Accredited Instructor, Google Certified Professional Cloud Architect, and Microsoft MTA on Python. Noah has published close to 100 technical publications, including two books on subjects ranging from Cloud Machine Learning to DevOps. Gift received an MBA from UC Davis, an M.S. in Computer Information Systems from Cal State Los Angeles, and a B.S. in Nutritional Science from Cal Poly San Luis Obispo. Currently, he is consulting startups and other companies on Machine Learning, Cloud Architecture, and CTO level consulting as the founder of Pragmatic AI Labs. His most recent ...
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    Tableau LiveLessons (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Put learning into practice with Tableau LiveLessons for the aspiring visual data storyteller. There is a data revolution happening across the globe. From academics to politics and everywhere in between, the world’s stories are being told through their data points. Although telling stories about data isn’t new, we are now telling them in ways that are more meaningful and impactful than ever before as an emerging new class of visualizations attempts to tell the world’s stories through the power of data visualization. However, visual data storytelling is not an inherent skill, and data stories differ from traditional storytelling in many ways. Further, while robust visualization tools support rich and diverse forms of visual data storytelling capabilities, crafting a compelling data narrative is not a process that we can rely on a tool to do for us. These lessons provide a hands-on foundation for users to learn how to craft visual data narratives using the most appropriate visualizations, apply visual design to engage their audience, and purposefully structure a narrative framework to deliver a compelling, actionable data story that invites discovery, solicits new questions, or offers alternative explanations–all using one of the most powerful and ubiquitous visualization tools on the market today, Tableau. Skill Level Beginner Learn How To- Tell visual stories that communicate insights and make an impact Leverage questions to design logical and fruitful data collection and analysis Create important graphs in Tableau and know which chart to use Utilize concepts of design in data visualization and storytelling Storyboard your story for your message based on your audience Direct your audience's attention to the most important parts of your data story Design effective business presentations to showcase your data story with Tableau Who Should Take This Course Analysts sharing the results of their data discovery or analysis Students communicating data for reports or presentations Teachers helping learners (of any age) to cultivate visual data literacy Executives and business managers reporting data-driven results or metrics Journalists giving data the starring role in their editorials Course Requirements A willingness to learn how to tell stories through data Access to Tableau Desktop (Windows or Mac), version 10 or higher Related Files The supplemental content for this LiveLesson can be downloaded from Githuub at: https:...
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    Python for Data Science Complete Video Course (Video Training) (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9+ Hours of Video Instruction While there are resources for Data Science and resources for Machine Learning, there's a distinct gap in resources for the precursor course to Data Science and Machine Learning. This complete video course fills that gap--it is specifically designed to prepare students to learn how to program for Data Science and Machine Learning with Python. This is the antidote to the over-complicated universe of these hot new, growing technologies. With this course, students will learn the fundamentals of Python and get prepared specifically for Data Science. Noah Gift and Kennedy Behrman take students with zero programming background through enough Python to prepare them for their Data Science curriculum. Companies are looking for developers who can create insight-driven systems, as they are now becoming critical to business success. Very few professionals are adequately trained to handle both large-scale software engineering and Machine Learning/AI. This is an emerging field, and we are developing the training to meet this need in the marketplace. Description Notebook-based Data Science programming in Python is the emerging standard but there is a dearth of quality training material available for beginners. This 9-hour video provides foundational training on the Python language for the novice or beginner programmer looking to start in the Data Science field. The video serves as the 100-level course for a Data Science undergraduate or graduate program. The course has been designed around Colab notebook-based learning. Students would be able to run every exercise shown in the videos. The material focuses on a smaller, easier subset of Python that is needed just for Data Science coding. Skill Level Beginner What You Will Learn Learn Google Colab notebook Data Science programming Learn the essential subset of Python used in Data Science Learn to manipulate data using popular Python libraries such as pandas and numpy Learn to apply Python Data Science recipes to real-world projects Learn functional programming fundamentals unique to Data Science Who Should Take This Course Complete beginners to programming Statisticians and Analysts in the data industry looking to use Python for Data Science Sales, Product Managers, Data Analysts, Marketing who want to perform Data Science Software Engineers looking to level up into Data Science and Machine Learning tracks Students enrolled in a Data Science program Course Requirements General comp...
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    Machine Learning with PyTorch (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 6+ Hours of Video Instruction Description Learn the main concepts and techniques used in modern machine learning and deep neural networks through numerous examples written in PyTorch. Overview This course begins with the basic concepts of machine and deep learning. Subsequently, you gain a reasonable familiarity with the main features of PyTorch and learn how it can be applied to some popular problem domains. About the Instructor David Mertz has been involved with the Python community for 20 years, with data science (under various earlier names), and with machine learning (since way back when it was more likely to be called “artificial intelligence”). He was a director of the Python Software Foundation for six years and continues to serve on, or chair, a variety of PSF working groups. He has also written quite a bit about Python: the column “Charming Python” for IBM developerWorks, for many years; the book Text Processing in Python (Addison-Wesley, 2003); and two short books for O’Reilly. He created the data science training program for Anaconda, Inc., and was a senior trainer for them. Skill Level Intermediate Learn How To Apply various machine and deep learning techniques Understand the difference between various machine and deep learning libraries Create classifiers Enhance an existing classifier Who Should Take This Course Programmers and statisticians interested in using Python and the PyTorch library to implement machine learning Course Requirements Programming experience Lesson Descriptions Lesson 1: What Is Machine Learning? What Is Deep Learning The first lesson begins with a high-level overview of the course. It then presents general concepts in machine learning and concepts specifically relevant to neural networks and deep learning. Ideas every data scientist should understand are discussed. The main libraries available for machine learning, and for deep learning specifically, are presented with an eye toward their comparison to PyTorch. The lesson contains an overview of basic concepts in neural networks. Also discussed is the basic idea of a perceptron and the enormous expansion of simple models with hardware that has b...
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    Getting Started with MongoDB and NoSQL (2019)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 59 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 Overview The need for unstructured data management has grown beyond what many have expected with overwhelming amounts of data being generated from social media, cell phones, voice and video data, cars, smart technology, and IoT. How can we store this data and allow ourselves to build applications not strictly tied to a structure defined by columns in a table? You can do so with unstructured databases such as MongoDB! MongoDB is the premier database in the NoSQL landscape, and this course provides the fundamental concepts and tools needed to make use of dynamic database systems. If you have SQL experience and want to expand to NoSQL databases, or if you’re fairly new to databases but you want to understand what all the hype around MongoDB is about, this course is your ticket! Description This LiveLesson gives first-time MongoDB users what they need to become successful database developers. Caleb Curry starts by clearly defining what MongoDB is and when you should consider it over a relational database. Throughout the course, Curry shows best practices on how to use MongoDB properly and avoid common pitfalls. He covers structured versus unstructured data, setup and getting started, CRUD commands (create, read, update, delete), aggregation, data models, transactions, indexes, security and authentication, administration, storage engines, and more. After finishing this course, users can create and manage a MongoDB database for their own data-driven applications. About the Instructor Caleb Curry is a popular tech YouTuber, independent software developer, and ex-IBMer. Caleb has successfully taught thousands of people to code with languages such as Java, C#, JavaScript, C, and SQL. He looks forward to the opportunity to help people experience the pleasures of coding. With a fun personality yet great attention to technical detail, Caleb’s trainings are enjoyable and effective. Skill Level Beginning to Intermediate What You Will Learn Learn the differences between structured and unstructured data Understand JSON, nested documents, and references Deploy a MongoDB cluster in the cloud using MongoDB Atlas Interface...
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    Essential Machine Learning and AI with Python and Jupyter Notebook (2018)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 8+ Hours of Video Instruction Learn just the essentials of Python-based Machine Learning on AWS and Google Cloud Platform with Jupyter Notebook. Description This 8-hour LiveLesson video course shows how AWS and Google Cloud Platform can be used to solve real-world business problems in Machine Learning and AI. Noah Gift covers how to get started with Python via Jupyter Notebook, and then proceeds to dive into nuts and bolts of Data Science libraries in Python, including Pandas, Seaborn, scikit-learn, and TensorFlow. EDA, or exploratory data analysis, is at the heart of the Machine Learning; therefore, this series also highlights how to perform EDA in Python and Jupyter Notebook. Software engineering fundamentals tie the series together, with key instruction on linting, testing, command-line tools, data engineering APIs, and more. The supporting code for this LiveLesson is located at http://www.informit.com/store/essential-machine-learning-and-ai-with-python-and-jupyter-9780135261095 . About the Instructor Noah Gift is lecturer and consultant at UC Davis Graduate School of Management in the MSBA program. He is teaching graduate machine learning and consulting on Machine Learning and Cloud Architecture for students and faculty. He has published close to 100 technical publications, including two books on subjects ranging from Cloud Machine Learning to DevOps. He is also a certified AWS Solutions Architect and an SME (Subject Matter Expert for Machine Learning for AWS). He has an MBA from UC Davis, an MS in Computer Information Systems from Cal State Los Angeles, and a BS in Nutritional Science from Cal Poly San Luis Obispo. Professionally, Noah has approximately 20 years of experience of programming in Python and is a member of the Python Software Foundation. He has worked in roles ranging from CTO, General Manager, Consulting CTO and Cloud Architect. This experience has been with a wide variety of companies including ABC, Caltech, Sony Imageworks, Disney Feature Animation, Weta Digital, AT&T, Turner Studios, and Linden Lab. In the past ten years, he has been responsible for shipping many new products at multiple companies that generated millions of dollars of revenue and had global scale. He is the founder of Pragmatic AI Labs, a training, consulting, and AI/ML product company that specializes in cloud native Machine Learning and AI Solutions. Skill Level Beginner What You Will Learn Introduces Data Science concepts and Python funda...
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    Enterprise Agile Transformation (2018)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Organizations are seeking growth and change as their markets, competitors, and customers evolve rapidly. Most organizations and individuals are skilled and well-focused in their day-to-day skills, but this does not suggest they have the knowledge, skills, or ability to create a coordinated and lasting change. Organizations need to be able to alter culture and thinking to remain competitive in this challenging environment. This course teaches how to create and empower this change within the organization. Overview Enterprise Agile Transformation LiveLessons presents a model and a defined plan to transform your organization. Agile and Change consultant Robert Annis presents the Model for Activating Change in your Organization (MACO). Robert walks you through the three phases of MACO—Assessment, Preparation, and Delivery—which are intentionally simple and intended to be continuously repeated. These phases, along with successful Leadership change (also taught in the course) are the drivers for environmental change and enablement. Reviews "Genuinely one of the best training I've attended. One thing is to learn about concepts of agile, another completely different story is to know to successfully transform your organisation to move into agile ways of working, change its culture to agile. If your company is going through this extremely interesting but also challenging journey of agile transformation - I strongly recommend Enterprise Agile Transformation course to be taken by Leadership Team and Change Agents. It's a great combination of theory and practice - all delivered in a truly agile spirit by Robert - definitely worth your time." -Anna Pajak, PMO Manager, GSK About the Instructor Robert Annis started as a project manager, and the last couple of decades have led him through Scrum master roles to Agile coach and trainer to organizational transformation and leadership coaching‚Ķto now, simply change enabler. He works with leadership to help transform their organizations to enable positive change and increase their competitiveness. Robert has delivered training and coaching at Harvard and Villanova universities, to enterprises (including Lloyds of London, GlaxoSmithKline, Shell, Dell EMC, United Airlines, Bank of America, BNY Mellon, HP Madrid) and to governmental groups (US Dept. of Labor Statistics). This has led to a truly international body of work in many places and with many cultures; Macedonia, Poland, Spai...
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    Create Stunning Scenes in Blender LiveLessons : Techniques for Modeling and Rendering 3D Images (2018)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 18 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 17+ Hours of Video Instruction Take your 3D skills to the next level and explore what you can achieve with Blender Creating Stunning Scenes in Blender LiveLessons teaches you the entire process needed to turn your ideas into impressive 3D scenes using Blender, the best open source and free 3D creation suite. After you know the basics, this course will take your skills to a whole new level. Description This video training takes you through the entire process of organizing, modeling, texturing, lighting, rendering, and compositing a scene in Blender, the popular open source and free 3D-creation suite. This course shows different techniques and explains not only how to use them, but why they can be useful in different situations. Step-by-step screencast videos guide the viewer through the entire process. After watching this course, artists will know how to take a scene from a concept or idea to its finished result and use different modeling and texturing methods, each of which can be useful for the creation of different types of objects. They’ll also know how to light and render a scene to achieve realistic looking images. On top of that, viewers will be able to use techniques to work in teams, like scene and objects linking, so various people can simultaneously work on the same scene. About the Instructor Oliver Villar is a Spanish digital artist with more than 10 years of experience. In 2010, he discovered his passion for teaching, and he’s funded blendtuts.com and blendtuts.es, which are sibling websites where he teaches 3D design online for English and Spanish audiences. He’s a Blender Foundation Certified Trainer and author of the book Learning Blender: A Hands-On Guide for Creating 3D Animated Characters . After years working as a freelancer and for companies, Oliver is now fully dedicated to the creation of educational content, currently working as the co-director of Luke’s Escape , a 3D animated short film, created with Blender in collaboration with an international team. Skill Level Intermediate Learn How To Create a complete 3D scene from start to finish Successfully plan the creation process Use linked libraries to have an efficient workflow Use different techniques to model, unwrap, texture, and shade a set of objects Light, render, and composite a scene to achieve a beautiful result Who Should Take This Course People who are familiar with the basics of Blender, but want to learn the full 3D-creation process and improve their skills. ...
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    Rethinking REST : A hands-on guide to GraphQL and Queryable APIs (2018)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Since being released by Facebook, GraphQL has been adopted as the API standard of choice by companies such as GitHub, Yelp, Intuit, and the New York Times. GraphQL improves upon REST APIs by providing an explorable and self-documented way of getting exactly the data you need for your application. Whether you're working on a mobile app or a dashboard view, no matter how small or large the project, GraphQL is an important new tool for any application developer to know. Description This 4+ hour LiveLesson video course provides a thorough overview about the why's, what's, and how's of GraphQL, an API query language that has been making waves in the developer community. Given its potential to become the new standard for creating data APIs, this video series will give you the tools to discuss its pros and cons and implement it in a project. The lessons start with a high-level introduction to the language, its features, and best practices for creating a production-ready API. In the latter part, the lessons provide guided tutorials for creating a GitHub dashboard using their existing API and building your own GraphQL API from scratch using either the Node.js or Django frameworks. Download the related files from http://www.informit.com/store/rethinking-rest-a-hands-on-guide-to-graphql-and-queryable-9780135381441 . About the Instructor Arianne Dee is a software developer and educator from the University of British Columbia. She loves Python for its versatility and community, and GraphQL because it makes APIs fun and intuitive. She is an instructor for Canada Learning Code and a maker at MakerLabs in Vancouver, BC. While working as a back-end developer at 7Geese, she worked on creating their GraphQL API in Django. Since then, she has done training, spoken at conferences, and developed her own GraphQL server library for Django. Skill Level Beginning to Intermediate What You Will Learn Learn all about GraphQL and its core features Learn how to consume a GraphQL API by building a simple Github client Build a GraphQL API from scratch in your choice of Node.js or Django Learn how to use the GraphiQL app to improve your GraphQL workflows Explore working with GraphQL mutations and directives Learn best practices for production environments: pagination, security, and caching Who Should Take This Course Django or Node developers who want to learn how to get started building a GraphQL API Front-end developers who want to learn how to...
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    Using Jupyter Notebooks for Data Science Analysis in Python LiveLessons (2018)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 2+ Hours of Video Instruction Create an end-to-end data analysis workflow in Python using the Jupyter Notebook and learn about the diverse and abundant tools available within the Project Jupyter ecosystem. Overview The Jupyter Notebook is a popular tool for learning and performing data science in Python (and other languages used in data science). This video tutorial will teach you about Project Jupyter and the Jupyter ecosystem and get you up and running in the Jupyter Notebook environment. Together, we’ll build a data product in Python, and you’ll learn how to share this analysis in multiple formats, including presentation slides, web documents, and hosted platforms (great for colleagues who do not have Jupyter installed on their machines). In addition to learning and doing Python in Jupyter, you will also learn how to install and use other programming languages, such as R and Julia, in your Jupyter Notebook analysis. Skill Level Beginner Intermediate Learn How To Create a start-to-finish Jupyter Notebook workflow: from installing Jupyter to creating your data analysis and ultimately sharing your results Use additional tools within the Jupyter ecosystem that facilitate collaboration and sharing Incorporate other programming languages (such as R) in Jupyter Notebook analyses Who Should Take This Course Users new to Jupyter Notebooks who want to use the full range of tools within the Jupyter ecosystem Data practitioners who want a repeatable process for conducting, sharing, and presenting data science projects Data practitioners who want to share data science analyses with friends and colleagues who do not use or do not have access to a Jupyter installation Course Requirements Basic knowledge of Python. Download and install the Anaconda distribution of Python here . You can install either version 2.7 or 3.x, whichever you prefer. Create a GitHub account here (strongly recommended but not required). If you are unable to install software on your computer, you can access a hosted version via the Project Jupyter website (click on “try it in your browser”) or through Microsoft’s Azure Notebooks . About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certific...
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    Getting Started with Google Cloud Platform LiveLessons (2018)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 2+ Hours of Video Instruction Two and a half hours of video instruction introducing cloud concepts, the Google Cloud Platform ecosystem, the GCP foundational services, and starting points for implementation. Overview Getting Started with Google Cloud Platform LiveLessons teaches the basics of Google Cloud so you can better understand this key platform. Chad Smith, a Google and AWS certified instructor, designed this course to help you make sense of the choices available in GCP by providing a foundational view of cloud infrastructure, and how it differs from its on-premise counterpart. Through the use of demos and concept walk-throughs, you will learn all about commonly used services and how they integrate with one another and with on-premise infrastructures. Migrating to the cloud can be a journey full of misinformation and assumptions. In addition, the differences between on-premise IT infrastructure and cloud infrastructure make it difficult to understand which services can be appropriate for workloads. Worldwide, cloud-first strategies are being replaced by cloud-only strategies, and for companies who haven’t begun migration, the choices can be overwhelming. Topics include: Introduction to Cloud Computing Starting in GCP Security and Monitoring Foundational Services Application Development and Deployment Automation and Operations Next Steps Skill Level Beginner/Intermediate Learn How To Understand the difference between cloud and on-premise architecture Learn the starting points for GCP adoption Discover initial use cases for GCP foundational services Learn the next steps for increased adoption of GCP Chad Smith is the Principal Cloud Architect at Brightkey.cloud. He is a certified architect for both Amazon Web Services and Google Cloud Platform. He brings a wealth of relevant experience in cloud adoption, infrastructure design, data security and cloud operations. Chad holds current AWS certifications in Architecture (Associate and Professional), SysOps and Security. Who Should Take This Course Technical professionals who will be using GCP from many disciplines: IT, networking, security, development Project managers and decision-makers who will be responsible for cloud adoption Professionals who are already using cloud hosting providers such as AWS or Azure who want to compare those offerings with GCP Course Requirements Basic understanding of IT or software engineering or technology in general Lesson Descriptions Lesson 1: Introduction...
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    Apache Kafka Fundamentals LiveLessons (2018)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Almost 4 hours of video instruction to help you learn the key concepts and features behind Kafka and how it can be used to solve many problems related to the transfer of data. Overview Apache Kafka Fundamentals LiveLessons provides a complete overview of Kafka and Kafka- related topics. The course begins with a general overview of Kafka and then dives into use cases and the design of Kafka. Learners are introduced to the concept of clusters as well as how to create producers and consumers. Additional topics, such as security, connectors, and streams, are covered. The course finishes with a discussion of how Kafka can be used with Big Data software. With detailed, hands-on code examples, provided with the intent to translate to a coding language of your choosing, learners are walked through multiple scenarios involving projects from Twitter, Netflix, Yahoo!, and other real-world scenarios. Topics include * Kafka concepts * Use cases * Kafka design * API overview * Installation and configuration * Clusters * Writing producers * Writing consumers * Kafka operations * Connectors * Streams What You Will Learn * A complete overview of Kafka * How to install and configure Kafka * How Kafka fits into the big picture of Big Data Who Should Take This Course? * IT professional who are responsible for implementing and maintaining their organizations' Big Data solution * IT managers who have an interest in understanding how Kafka can solve part of their Big Data issues Course Requirements Requires a basic knowledge of Linux and a programming language such as Java, Perl, Python, C, or Ruby. Lesson Descriptions Lesson 1, “Kafka Concepts”: You learn the essentials of what Kafka is, it's history, and some of the key concepts of the Kafka solution. We compare Kafka to other potential solutions and point out the major advantages of using it. Lesson 2, “Use Cases”: In this lesson you see how Kafka is used in real-world scenarios using projects from Twitter, Netflix, and Yahoo! Lesson 3, “Kafka Design”: In this lesson you learn the design principals of Kafka. You start by learning key features and concepts, including the Kafka APIs, topics, logs, producers, and consumers. You also learn different ways in which Kafka can be used, including as a message system, a storage system, and for stream processing. Lesson 4, “API Overview”: This lesson explores some basics of the producer and consumer APIs. The goal of this lesson is to start exploring the Java l...
    Note: Online resource; Title from title screen (viewed February 22, 2018)
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    Kotlin From the Ground Up LiveLessons Video Training (2018)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Google officially announced Kotlin as a first-class language for Android development, which makes it the only language apart from Java officially supported on the platform. Adoption of Kotlin is growing steadily since its release of version 1.0 in 2016. With companies like Netflix, Uber, Pinterest, and Trello actively using it, we can expect the adoption of Kotlin to grow significantly in the near future. There is very little pointed and in-depth coverage from developers for developers at this stage. With Kotlin from the Ground Up LiveLessons , we attempt to fulfill the requirements of developers who want to get acquainted with Kotlin and its features. Kotlin was designed to be an industrial-strength, object-oriented language—and a "better language" than Java—but still be fully interoperable with Java code, allowing companies to make a gradual migration from Java to Kotlin. Description Kotlin is one of the most exciting new languages to come along in some time. Built with pragmatism and interoperability in mind, Kotlin is one of the easier languages to transition to for many Java developers. However, many who come to Kotlin are not coming from a Java background at all. In this course, we take a look at Kotlin from the ground up and cover the topics necessary for a solid understanding of Kotlin. In this course, we cover the basics of the language as well as delve in to some of the trickier aspects. We address topics such as builds and testing, generics, and extension functions. We even take a look at how Kotlin can help you write your own DSLs. We build up a tool set to help make you the most productive and happy Kotlin developer you can be. Skill Level Beginning to Intermediate What You Will Learn Write and build your first Kotlin program Leverage existing Java libraries seamlessly in your Kotlin code Create libraries in Kotlin that are accessible to Java developers Build basic DSLs to ease development pains in whatever domain you find yourself Who Should Take This Course Java developers who want to explore Kotlin Developers with no Java background but a desire to learn Course Requirements While there are a number of comparisons to Java throughout the material, Java knowledge or expertise is not required. These comparisons are largely used to highlight where Kotlin diverges from Java for the sake of those in the audience coming to Kotlin from Java. About Pearson Video Training Pearson publishes expert-led video tu...
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    Automating with Ansible (2018)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 37 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. 10+ Hours of Video Instruction Overview In Automating with Ansible LiveLessons we will be building on the Ansible Fundamentals LiveLessons foundation. To make sure that you don't miss anything essential, this course starts with an Ansible Basics getting started lab, which will involve setting up an environment where all of the Ansible basic skills will be reviewed. We will then move on to using DevOps. You will learn how Vagrant can be used to set up an environment with virtual machines, and set up an IT Infrastructure with Ansible that you can follow along through the author demonstrations. We will also discuss how to manage Windows, network equipment, as well as cloud infrastructure with Ansible. Next, we'll have a look at some of the more advanced Ansible features, such as working with roles, task control, and using Ansible Vault. Then we will discuss Ansible optimization and troubleshooting with walk-through examples. In the last lesson, we'll learn how to work with Ansible Tower, which helps you to efficiently use Ansible in a datacenter environment. This course compliments the Ansible Fundamentals LiveLessons course and can also be used as a secondary resource to get you started studying for the Red Hat Certificate of Expertise in Ansible Automation (exam 407). Topics include: Module 1: Setting up Ansible-based DevOps Environment Module 2: Advanced Ansible Features Module 3: Ansible Optimization and Troubleshooting Module 4: Ansible Tower 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. Sander is a Red Hat Certified Instructor and has deep knowledge and understanding of Red Hat Enterprise Linux, including the upcoming Red Hat Enterprise Linux 7. He has been teaching Linux since 1994, and as a Red Hat Certified Examiner he is authorized to proctor different Red Hat exams. He is also a regular speaker on major Linux conferences all over the world. Skill Level Intermediate/Advanced Learn How To Review the basics of Ansible, including running Ad-hoc Commands and implementing Playbooks Implement DevOps using Vagrant, including s...
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    The Experimental Enterprise : Building a Data-Driven Business (SVDS Video Series (2017)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Over 90 Minutes of Video Instruction Description Being data-driven is a hot phrase, but what does it mean in practice? As the tide of digitization rises, every industry sector is poised to be transformed: digital manufacture such as 3D printing has commoditized prototyping and product development; mobile apps have put every business in direct contact with their customers; and the Internet of Things promises the ability to manipulate processes and environment. The result of this digitization is an unprecedented flood of data. The ability to make decisions based on this data, and to use it to experiment rapidly, has become an imperative for today’s companies who wish to play a part in tomorrow’s market. An "experimental enterprise" is a company whose infrastructure is designed to make experimentation possible and efficient. It is not about finding analytical fairy dust that you can sprinkle to make everything better, but rather a deep-rooted approach to operations, innovation, and competition. Although digitization is unquestionably an issue for the entire company, it places a laser focus on the IT organization. In a digitized marketplace, IT must transform from being "faster paper" to one in which it underpins strategic advantage. This is not an incremental change, but a radical reassessment. Within IT, there are six critical building blocks that can be used to build an experimental enterprise: the cloud, devops, and open source; agile development and platforms; and data science. This video introduces each of these building blocks in turn, and explains how the audience can use them in their own organizations to adapt and thrive under challenging and rapidly changing market conditions. About the Presenters John Akred, CTO With over 15 years in advanced analytical applications and architecture, John is dedicated to helping organizations become more data-driven. He combines deep expertise in analytics and data science with business acumen and dynamic engineering leadership. Sanjay Mathur, CEO Passionate about driving business forward with emerging technology, Sanjay has built his career on innovating with data and analytics. With broad experience in industry, Sanjay has had customer-facing roles leading global teams in product development, R&D, management consulting and sales. Edd Wilder-James, VP Technology Strategy Founder of the pioneering data conference, O’Reilly Strata, Edd is a respected voice in the worlds of data, open source and the web...
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    Learn Ruby the Hard Way (2016)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The media elements for Learn Ruby the Hard Way demonstrate key points in the text.
    Note: Online resource; Title from title screen (viewed April 7, 2016)
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    Analysis for Product Owners : Determine the right things to deliver (2015)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4.5+ Hours of Video Instruction Analysis Techniques for Product Owners LiveLessons is a video training course providing methods for understanding project stakeholders, the organizational context in which a project is occurring, the need a project is trying to satisfy, how to build a shared understanding of the solution the project is delivering, and how to organize and persist solution information, all while knowing when to apply the techniques covered. Description Effective product owners utilize a combination of business analysis, user experience, and product-management skills to determine the right thing to build and to build a shared understanding with their teams. Analysis Techniques for Product Owners LiveLessons describes a set of simple yet powerful analysis techniques that product owners and team members who work with product owners can use to Understand stakeholders Understand context Understand the need Understand the solution(s) Organize and persist solution information Because no technique is appropriate in every situation, this course helps you determine the right time to use these techniques and the simplest way to apply them in order to establish a shared understanding of the problem and the best solutions to solve the problem. Related Books: Beyond Requirements: Analysis with an Agile Mindset Stand Back and Deliver: Accelerating Business Agility About the Instructor Kent J. McDonald uncovers better ways of delivering value by applying agile practices and helping others do it. His years of experience include work in business analysis, strategic planning, project management, and product development in a variety of industries, including financial services, health insurance, performance marketing, human services, nonprofit, and automotive. He is active in the business analysis and agile software development communities, helping people share stories about what does and does not work. Kent has a Bachelor of Science in industrial engineering from Iowa State University and an MBA from Kent State University. Skill Level Intermediate Learn How To Identify project stakeholders Understand the organizational context in which a project is occurring Identify the need that a project is trying to satisfy Build a shared understanding of the solution the project is delivering Organize and persist solution information Apply the appropriate analysis techniques for the situation Who Should Take This Course Product owners or peopl...
    Note: Online resource; Title from title screen (viewed December 29, 2015)
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    Continuous Delivery Expert Interviews by Jez Humble (2015)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Continuous Delivery Expert Interviews by Jez Humble is a set of one-on-one interviews with experts in the continuous delivery field. In this video series, Jez Humble interviews: Eric Ries on the Lean Startup methodology Gary Gruver on large scale Agile development Jesse Robbins on DevOps and cloud computing John Allspaw on DevOps and continuous delivery Elizabeth Hendrickson on Agile testing All author royalties for this video go to the non-profit organization Black Girls Code . About the Author: Jez Humble is a principal consultant with ThoughtWorks and co-author of Continuous Delivery (Addison Wesley, 2010). He has been fascinated by computers and electronics since getting his first ZX Spectrum aged 11, and spent several years hacking on Acorn machines in 6502 and ARM assembler and BASIC until he was old enough to get a proper job. He got into IT in 2000, just in time for the dot com bust. Since then he has worked as a developer, system administrator, trainer, consultant, manager, and speaker. He has worked with a variety of platforms and technologies, consulting for non-profits, telecoms, financial services and on-line retail companies. Since 2004 he has worked for ThoughtWorks and ThoughtWorks Studios in Beijing, Bangalore, London and San Francisco. He holds a BA in Physics and Philosophy from Oxford University and an MMus in Ethnomusicology from the School of Oriental and African Studies, University of London. He is presently living in the San Francisco Bay Area with his wife and daughters. Follow Jez Humble on Twitter: jezhumble
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    Java and MongoDB rapid app prototyping developer talk (2014)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 online resource (1 streaming video file ( 1 hr., 3 min., 31 sec.)) , digital, sound, color.
    Series Statement: LiveLessons
    Keywords: MongoDB ; Java (Computer program language) ; Application software ; Development ; Electronic videos ; local
    Abstract: "In this Developer Talk, Java engineer Trisha Gee demonstrates with live coding how to build a web application in one hour. On the front-end, she uses AngularJS, HTML5, JavaScript, and Bootstrap. On the back-end, Dropwizard, MongoDB, Morphia, Gradle, and Groovy are utilized, and Spock is used for testing. The coffee shop web application built in this video enables users to select their coffee, place the order, and pick it up at their nearest coffee shop."--Resource description page.
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    Scrum fundamentals and advanced (2014)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (9 hr., 45 min.) , digital, sd., col.
    Series Statement: LiveLessons
    Keywords: Scrum (Computer software development) ; Electronic videos ; local
    Abstract: "Scrum Fundamentals and Advanced LiveLessons provides viewers with a basic understanding of managing an Agile software development project with Scrum, which is a lightweight, adaptive framework for managing complex projects. The Advanced Scrum portion tackles some of the deeper issues around integrating requirements management and quality assurance into your process. Scrum Fundamentals provides helpful insight into the history of Agile and how its values and principles can focus teams on consistently delivering quality products that immediately add customer value. It covers the complete Scrum framework from project initiation and executing Sprints to delivering a product increment. Many teams adopting Scrum struggle with how to manage requirements and integrate their quality assurance efforts into their Agile processes. Advanced Scrum provides a deep dive into both of these areas, exploring how to apply the values and principles of Agile and Scrum to avoid common pitfalls."--Resource description page.
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    Design patterns in Java LiveLessons (2014)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (5 hr., 54 min., 22 sec.) , digital, sd., col.
    Series Statement: LiveLessons
    Keywords: Java (Computer program language) ; Software patterns ; Object-oriented programming (Computer science) ; Electronic videos ; local
    Abstract: "Despite continuous improvements in hardware processors, storage, and networks, developing quality software on-time and under budget remains difficult. Moreover, developing high quality, reusable software is even more challenging. The principles, practices, and skills required to develop such software are best learned by attaining mastery of patterns and frameworks. A pattern describes a reusable solution to a common problem that arises within a particular context of software design. When related patterns are woven together they provide a vocabulary and a process for the orderly resolution of software development problems. A framework is an integrated set of software components that collaborate to provide a reusable architecture for a family of related applications. Frameworks can also be viewed as concrete realizations of patterns that facilitate direct reuse of detailed designs and source code. Design Patterns in Java LiveLessons describes how to master the complexity of developing software by learning and applying object-oriented patterns and frameworks. It centers on a case study based on many of the patterns in the book Design Patterns: Elements of Reusable Object-Oriented Software (the so-called 'Gang of Four' book) that showcases pattern- and object-oriented design and programming techniques using Java. This case study will help you evaluate the limitations of alternative software development methods (such as algorithm decomposition) and demonstrate by example how patterns and object-orientation help to alleviate such limitations."--Resource description page.
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    Java programming basics (2014)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (4 hr., 32 min., 36 sec.) , digital, sd., col.
    Keywords: Java (Computer program language) ; Application software ; Development ; Electronic videos ; local
    Abstract: "Java Programming Basics teaches core Java fundamentals quickly and easily so you can get started programming today. In this course, expert programmer and trainer Simon Roberts introduces the concepts and techniques of Java, as well as the basics of object orientation. You'll learn the fundamental syntax and how to work with objects, variables, loops, and libraries. You will then practice your skills by creating a chat program from the ground up. This course is step one on your road to becoming a skilled Java developer, with all the exciting possibilities that offers."--Resource description page.
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    Understanding the shortest path first algorithm LiveLessons : networking talks (2014)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file ( 48 min., 25 sec.) , digital, sd., col.
    Series Statement: LiveLessons
    Keywords: Paths and cycles (Graph theory) ; Trees (Graph theory) ; Algorithms ; Electronic videos ; local
    Abstract: "Understanding the Shortest Path First (SPF) Algorithm LiveLessons-Networking Talks explains basic SPF calculation through a combination of bullet points and whiteboard demonstrations. The lessons also demonstrate how SPF takes into account Equal-Cost MultiPath (ECMP) and multi-access links such as Ethernet. By understanding SPF calculations, engineers can better understand and troubleshoot Link State protocols."--Resource description page.
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    Linux web operations LiveLessons : (sneak peek video training) (2014)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (2 hr., 34 min., 9 sec.) , digital, sd., col.
    Keywords: Linux ; Web site development ; Internet programming ; Electronic videos ; local
    Abstract: "Operating the systems that run the web is complex and specialized. New users have much to learn, and developers are commonly more interested in writing code than configuring systems. Even a competent Linux administrator from another industry needs new skills to be successful working on the web. Automation and orchestration is increasingly prevalent on systems powering the web, and these technologies require new skills for administrators. In Linux Web Operations LiveLessons, Ben Whaley covers the architecture underlying a modern web stack. Centered around a simple example Python web application, the content focuses on general concepts that apply to all applications, then provides a deep dive into specific examples to drive concepts home. The content covers setting up web, application, and database servers for a web application; configuring master/slave DNS; using Ansible configuration management to automate deployment; working with APIs; running applications using Docker containers; and working with cryptography software."--Resource description page.
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    Mastering 3D printing LiveLessons (2014)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (2 hr., 35 min., 40 sec.) , digital, sd., col.
    Series Statement: Livelessons
    Keywords: Three-dimensional printing ; Electronic videos ; local
    Abstract: "Mastering 3D Printing LiveLessons teaches the fundamentals of 3D printing, including how to design objects using free, open source 3D modeling software and use a consumer-grade desktop 3D printer to turn a 3D model into a physical object.In this video training, you learn how to master 3D printing and move from ideas to objects! Dave Seff starts with coverage of how 3D printers work and then shows how to create a 3D model (beginner and advanced lessons), slice (prepare for printing), and then print a 3D model. Seff also covers troubleshooting problems when they arise."--Resource description page.
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    OpenGL essentials LiveLessons : sneak peek video training (2014)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (2 hr., 54 min., 34 sec.) , digital, sd., col.
    Series Statement: LiveLessions
    Keywords: OpenGL ; Computer graphics ; Electronic videos ; local
    Abstract: "5+ Hours of Video Instruction Graphics programming is prevalent in many aspects of modern software development; and the need for graphics programmers is perhaps most felt with the explosion of game and graphics-oriented apps. OpenGL is at the center of this new wave of graphics-oriented programming as the chief rendering library for cross-platform development. Quality educational material is a necessity for newcomers to the field. OpenGL Essentials LiveLessons introduces viewers to graphics programming through a moderately deep-dive into shader programming and the OpenGL API. Dr. Paul Varcholik guides viewers with a practical, hands-on approach to modern OpenGL application development. While these videos are geared towards programmers, no prior knowledge of graphics programming or 3D math is required. The lessons begin with "Hello, World!" style rendering (drawing a single point and triangle) and extend into introductory lighting models including ambient and diffuse lighting, specular highlights, point lights, and spot lights. The videos also cover texture mapping, environment mapping, normal mapping, and color blending and introduce viewers to 3D math in a straight-forward, stress-free fashion. Dr. Paul Varcholik is a twenty year veteran of the software development industry and has spent the past ten years writing video games. He was a lead software engineer at Electronic Arts working on titles including John Madden NFL Football and Superman Returns. He is currently a programming instructor at the Florida Interactive Entertainment Academy (FIEA)--a graduate degree program in game development at the University of Central Florida. Paul is also the author of Real-Time 3D Rendering with DirectX 11 and HLSL: A Practical Guide to Graphics Programming."--Resource description page.
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    Hadoop fundamentals (2013)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (4 hr., 50 min., 50 sec.) , digital, sd., col.
    Series Statement: Livelessons
    Keywords: Apache Hadoop ; Electronic data processing ; Distributed processing ; File organization (Computer science) ; Data mining ; Big data ; Electronic videos ; local
    Abstract: "Apache Hadoop is a freely available open source tool-set that enables big data analysis. This Hadoop fundamentals LiveLessons tutorial demonstrates the core components of Hadoop including Hadoop Distriuted File Systems (HDFS) and MapReduce. In addition, the tutorial demonstrates how to use Hadoop at several levels including the native Java interface, C++ pipes, and the universal streaming program interface. Examples of how to use high level tools include the Pig scripting language and the Hive 'SQL like' interface. Finally, the steps for installing Hadoop on a desktop virtual machine, in a Cloud environment, and on a local stand-alone cluster are presented. Topics covered in this tutorial apply to Hadoop version 2 (i.e., MR2 or Yarn)."--Resource description page.
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    Xcode and instruments fundamentals : LiveLessons (video training) : build and optimize apps for iOS and OS X (2013)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (3 hr., 29 min., 54 sec.) , digital, sd., col.
    Series Statement: LiveLessons
    Keywords: iOS (Electronic resource) ; Application software ; Development ; Electronic videos ; local
    Abstract: "Xcode and Instruments Fundamentals LiveLessons covers how to develop and debug applications with the Xcode IDE and how to use Instruments to perform sophisticated debugging and performance analysis. The first four lessons cover Xcode by showing viewers how to navigate the basic interface, create a new project and use various editors, understand how Xcode organizes the build settings, debug their application with LLDB, and customize Xcode for their workflow. Lessons 5-10 focus on Instruments by showing viewers how to navigate the interface and profile their application, analyze memory leaks and break retain cycles, analyze general performance and make the application responsive, analyze Core Data performance, analyze power consumption of the application, and use Instruments to drive the application."--Resource description page.
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    Introduction to SQL Server integration services (SSIS) LiveLessons (video training) : getting started with Extract, Transform, and Load (ETL) using SSIS (2013)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (6 hr., 50 min., 36 sec) , digital, sd., col.
    Series Statement: LiveLessons
    Keywords: SQL server ; Database management ; Database design ; Client/server computing ; Electronic videos ; local
    Abstract: "Extract, Transform, and Load (ETL) processes have become a necessity in IT today. Being able to move data from one place to another has become a cornerstone in just about every company worldwide. SQL Server provides Integration Services (SSIS) that allow database administrators (DBAs) and Developers alike to create and deploy advanced ETL packages to leverage the data within their organizations. Whether a company has one-time data copy or large ETL process to design, they want to be able to complete their work as easily as possible. With SSIS now being included with the SQL Server platform, it is one of the easiest and most cost effective methods available to a shop running SQL Server. IT shops can have hundreds of software developers, all running and developing applications for SQL Server. In addition, hundreds of 3rd party applications run SQL Server for storage. All of this data, sooner or later, will require that companies be able to consolidate and analyze it. Familiarity with an ETL tool will become an absolute necessity when data needs to be moved for consolidation, reporting, and data mining."--Resource description page.
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    URL: lizenzpflichtig
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    Online Resource
    Online Resource
    Joomla! 3 explained video (2013)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional
    Details
    Language: English
    Pages: 1 streaming video file (3 hr., 7 min., 36 sec.) , digital, sd, col.
    Keywords: Joomla! (Computer file) ; Drupal (Computer file) ; File Transfer Protocol (Computer network protocol) ; Computer network resources ; Database design ; Electronic videos ; local
    Abstract: "Joomla 3 Explained teaches all of the essential concepts and knowledge needed to get started with Joomla 3. The first part of the class introduces viewers to Joomla and explains the basics about how Joomla works. Next, viewers learn how to manage content in Joomla. The course then covers how to add text and images as well as viewing all of the options for presenting content to site visitors. The third section of the covers extensions which provide all of the extra features in the Joomla site. Next, viewers learn about design and how to find, install and use a great-looking template. In the fifth section, viewers learn how to keep their Joomla site safe and secure. Finally, the course covers a wide variety of installation options for Joomla. Joomla 3 Explained requires absolutely no prior experience with Drupal or coding. "--Resource description page.
    Note: Title from resource description page (viewed Jul. 1 2013)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
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