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  • 1
    Online Resource
    Online Resource
    Asynchronous Programming with Python : Write, Test, and Debug Robust Asynchronous Code (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265826
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this course, we will look at using asynchronous programming in Python: the options, pitfalls, and best practices. We start with multi-threading, which is particularly useful when there is a lot of waiting, e.g. for HTTP requests or disk access. With multi-threading, you can start many requests in quick succession and then wait for all of them to complete at once. Next, the course will show you how to write your code in a thread-safe manner, and how to use it risk-free. Further, it covers Python’s global interpreter lock, which prevents a lot of serious problems in Python but also stops you from running threads in parallel. Going forward we discover how you can use Python’s multiprocessing library to run functions in parallel. Threads and processes often need to share or exchange data. In asynchronous code just passing Python objects is usually not the safest way to do this. This course looks at the main ways to do this correctly in Python, such as queues and events. Finally, the course moves on to the concurrent.future library which contains higher-level abstractions, including thread and processing pools and an asynchronous map function. The course finishes with advice on how to write robust asynchronous code, and how to test and debug it. What You Will Learn Take advantage of multi threading (concurrency) using the threading module Implement multi processing (parallelism) using the multiprocessing module Understand inter-process communication and data sharing using locks, queues, semaphores, barriers, events, and timers Test and debug asynchronous Python code Understand thread and process pools using concurrent.futures Who This Video Is For Intermediate to experienced Python programmers who want to speed up existing Python code by using multi processing and multi threading.
    Note: Online resource; Title from title screen (viewed January 5, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    AWS in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use AWS in one Hour
    Note: Online resource; Title from title screen (viewed January 9, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 3
    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.
  • 4
    Online Resource
    Online Resource
    Python Programming for Beginners : Hands-on (Online Lab) (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074278
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive deep into the concepts of object-oriented programming (OOP) and become a professional in creating classes and writing clean Python code About This Video Get to grips with the four pillars of object-oriented programming (OOP) Find out the role of OOP concepts in Python Learn how to create classes using the principles of OOP In Detail From DevOps to cloud computing and data science, Python programming language is used in almost every field of computer science. But what happens when you use the principles of object-oriented programming (OOP) in Python? Find out in this course. The course starts with an introduction to OOP concepts and then gradually proceeds towards giving you a detailed insight into OOPs concepts. You will find out what is abstraction, encapsulation, inheritance, and polymorphism in OOP in detail. By the end of this course, you will be well-versed with Python OOP and will have developed the skills to write clean Python code and take your Python skills to the next level.
    Note: Online resource; Title from title screen (viewed January 29, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Puppet 6 Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801073998
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover how to use Puppet 6 for handling multiple application servers About This Video Become familiar with the installation process of Puppet 6 server and agent Work with default environments and create your new environment Get to grips with Puppet templates and Puppet Bolt In Detail With Puppet, you can configure many servers and automate your IT configuration easily and efficiently. This video course shows you how to be a master in using Puppet 6. This course helps you to install and setup Puppet 6 on your machines. You will also be able to configure the hostname entry, JVM, and perform time synchronization. Next, you will be introduced to Puppet manifests and learn how to work with the default environment and create a new environment. Moving along, you will install modules in different locations, create modules, and learn the best practices required to use conditional statements in Puppet. Towards the end, you will discover templates in Puppet 6 and learn how to deploy agents to new systems using the Bolt tool. By the end of this course, you will be well-versed with Puppet and will develop the skills needed to configure systems centrally from your Puppet server.
    Note: Online resource; Title from title screen (viewed January 18, 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
    Nmap for Penetration Testing : From Beginner to Advanced [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074421
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A carefully tailored and structured course to make you an expert in Nmap in just 6.5 hours About This Video Gain a solid understanding of Nmap Learn modern techniques to map and scan the network Learn how to generate outputs and reports with WebMap In Detail Network scanning and enumeration have become an increasingly important aspect of penetration tests over the last couple of years. Organizations now have a complex network of assets storing sensitive and valuable data. To test the security posture of the organization, conducting effective network scanning and enumeration of the organization's network is mandatory. This course will help you become an expert in Nmap quickly and easily. The course starts by showing you the steps for setting up the working and then highlights the importance of Nmap for network scanning. Next, you will grasp the fundamental concepts of networking, such as port scanning, the Open Systems Interconnection (OSI) model, network layer, and transport layer. Moving along, you will learn how to discover hosts using pings and understand advanced scanning topics that will help you to set up your own virtual hacking lab. Next, you will learn techniques to detect and evade firewalls and become familiar with the Nmap Scripting Engine (NSE). Finally, you will find out the role of enumeration services, such as File Transfer Protocol (FTP), Simple Mail Transfer Protocol (SMTP), Doman Name System (DNS), HyperText Transfer Protocol (HTTP), Server Message Block (SMB), and MySQL in network scanning. By the end of this course, you will have all the key skills needed to use Nmap for penetration testing.
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    Mastering Data Science and Machine Learning Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074704
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the basic concepts of data science and machine learning and learn how to implement these concepts successfully in the real-world About This Video Learn the fundamentals of data science, machine learning, and data mining Learn interesting techniques to evaluate a machine learning model Discover the best practices to solve real-world problems using machine learning In Detail Machine learning is the key to development in many areas, such as IT, security, marketing, automation, and even medicine. Without machine learning, it is impossible to build intelligent applications and devices, such as Alexa, Siri, and Google Assistant. This course will help to get familiar with data science and machine learning. The course starts with an introduction to data science, explaining different terms associated with it. You will also become familiar with machine learning and data science modeling and explore the key differences between model parameters and hyperparameters. Next, you will become familiar with the concepts of machine learning models, such as linear regression, decision trees, random forests, neural networks, and clustering techniques. Towards the end, you will learn how to evaluate machine learning models and learn the best practices to succeed in your data scientist role. By the end of this course, you will have a solid understanding of data science and machine learning fundamentals.
    Note: Online resource; Title from title screen (viewed January 18, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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  • 8
    Online Resource
    Online Resource
    Big Data for Architects (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075596
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Get to grips with big data technologies and work on real-world big data projects confidently About This Video Get a holistic picture of the big data ecosystem Become an expert in choosing big data technology as per the requirements Get ready to build end-to-end big data batch and streaming pipelines In Detail Do you want a guide that will help you to pick the right big data technology for your project? Or do you want to get a solid understanding of the big data architecture and pipelines? This course will help you out. After highlighting the course structure and learning objectives, the course will take you through the steps needed for setting up the environment. Next, you will understand the big data logical architecture, study the evolution of big data technologies, and explore big data pipelines. Moving along, you will become familiar with ingestion frameworks, such as Kafka, Flume, Nifi, and Sqoop. Next, you will learn about key storage frameworks, such as HDFS, HBase, Kudu, and Cassandra. Finally, you will go through the various data formats and uncover key data processing and data analysis frameworks. By the end of this course, you will have a good understanding of the big data architecture and technologies and will have developed the skills to build real-world big data pipelines.
    Note: Online resource; Title from title screen (viewed January 21, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
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  • 9
    Online Resource
    Online Resource
    Apache Kafka A-Z with Hands-On Learning (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077569
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In just 10 hours, learn how to handle real-time data feed using Apache Kafka open-source messaging About This Video Become familiar with the design of Kafka and its use cases Design and introduce the Kafka group in single-hub and multi-hub arrangements Execute a Kafka consumer and Kafka producer using real-time streaming information In Detail Do you want to learn Apache Kafka to store and process multiple, nonstop streams of information faster? Or do you want to prepare for the Apache Kafka certification exam? This course is an ideal resource to learn Apache Kafka and to reach your goals. The course starts with an introduction to big data and Apache Kafka. Next, you will get into the details of a Kafka producer and consumer and grasp the techniques to tune the performance of Kafka operations. Moving along, you will explore the Kafka architecture and learn how to administer Kafka effectively. Next, you will learn to monitor server, infrastructure, and application and understand how the Schema Registry works in Kafka. Later, you will get to grips with Kafka Streams and Connectors and learn the process of integrating Kafka with Apache Storm, Spark, and Flume. Towards the end, you will learn how to perform various admin tasks using the admin clients and uncover useful tips to secure Kafka. By the end of this course, you will have developed the Kafka skills needed to handle real-time data feed and to pass the Apache Kafka certification exam.
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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  • 10
    Online Resource
    Online Resource
    Alteryx for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801073363
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the features of Alteryx and learn how to automate boring manual data cleaning and data analysis tasks About This Video Become familiar with all the latest tools and features of Alteryx Learn how to use Alteryx for creating a smart solution workflow for data cleaning and data analysis Consolidate your learning by working on interesting real-world case studies In Detail Do you want to perform data cleansing and data analysis at jet speed? This course will show you how you can do data cleaning and data analysis a smooth and less time-consuming task using Alteryx. The course starts with an introduction to Alteryx, explaining its installation process and user interface. Next, you will learn how to get data and update existing data from Excel and Comma Separated Value (CSV) files using the In/Out tool in Alteryx. Moving along, you will learn to use the Preparation tab for data cleansing and filtering and find out the role of the Join tab in Alteryx. Next, you will learn to work with the Parse and Transform tabs and learn how to use the Reporting tab in Alteryx. Finally, you will study the tools under the Documentation tab, such as comment, explorer, and container, and go through some interesting case studies to encapsulate your learning. By the end of this course, you will be able to use Alteryx for your data cleaning and data analysis needs in the real world.
    Note: Online resource; Title from title screen (viewed January 15, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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  • 11
    Online Resource
    Online Resource
    Github Actions and GitOps in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Github and Github Actions in this introductory video to GitOps concepts, by building a container, setting some Github Actions to prevent problems, and finally, push to DockerHub in a fully automated way. These concepts are critical to get automation best-practices in place with Github. Particularly useful when collaborating with others and trying to run automated checks on Dockerfiles and git repos. Topics include: * Create a new Github repository * Enable Github Actions checks and steps for a new repository. * Find a Github Action to lint and check a Dockerfile to prevent issues before merging on pull requests. * Add Github Secrets and reuse them in a Github Action * Validate that a container builds correctly, and automatically push to dockerhub
    Note: Online resource; Title from title screen (viewed February 12, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 12
    Online Resource
    Online Resource
    Unity Android 2021 : Build 7 Games with Unity and C# (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074490
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build 7 exciting games that will help you master Android game development using Unity and C# About This Video Gain the skill of creating ready-to-publish Android games by mastering the fundamentals of C# and Unity Develop the practical experience required to craft fully-featured Android games by building 7 exciting games as you go along Understand how to make the most out of the games you'll build by learning how to monetize them using different types of ads In Detail For game developers, the Android Play Store is no longer an evolving market but an established one. With the rise in competition, the climb to the top of the charts continues to get steeper. Hence, it is important to build high-quality games that are backed by a powerful gaming engine. One of the best cross-platform gaming engines that facilitates the creation of such high-quality games is Unity. Unity is free, easy to learn, and has excellent documentation. Moreover, it is battle-tested since some of the most popular Android games have been built using Unity. Unity Android 2021: Build 7 Games with Unity and C# is designed to teach you how to build Android games using this engine. Suitable for beginning programmers, this course starts by walking you through the installation steps of Unity and Android SDK. You will then build your first Android game followed by a walkthrough of the fundamentals of C# scripting with Unity. Throughout the course, you will build 7 example games with Unity, thus learning the process of creating mobile Android games using a hands-on practical approach. Once you have built these games, you will also learn how to monetize games with various types of in-game ads. Completing the course will give you the skills to create fully functional, ready-to-publish Android games that leverage the power of Unity.
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 13
    Online Resource
    Online Resource
    The Simplest Guide™ to Advanced SAS Programming | Macros | Proc SQL (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071154
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A simple guide to advanced SAS programming to help you master data analysis and prepare for advanced SAS certification exams. About This Video Learn how to use powerful SAS procedures that reveal amazing insights within your data Extract, analyze, and visualize data by building powerful SQL queries in SAS Prepare for advanced SAS certification exams In Detail For over 20 years, SAS has been the programming language of choice in many industries such as pharma, finance, and insurance, thanks to its ability to handle large amounts of data and its powerful analytics and visualization capabilities. As powerful as SAS programming is, it is also incredibly accessible. This course is designed to strengthen your existing knowledge of SAS so that you can use SAS procedures to reveal amazing insights within your data. While the course is an accelerated path to learning advanced SAS programming designed for advanced users, its visual and immersive style of delivery will help you not just comprehend the concepts easier and faster but retain them as well. The first section of the course teaches you how to build powerful code using SAS Macros. That way, you can significantly reduce your coding lines to make your code reusable and efficient. The second section will teach you how to combine the power of SAS and SQL in one procedure called PROC SQL. You will use SAS University Edition, which is free to download and install on a PC or Mac. By the end of this course, you will be able to build complex SAS programming code using macros, write powerful SQL queries in SAS to extract, analyze, and visualize data, and prepare for advanced SAS certification exams.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 14
    Online Resource
    Online Resource
    SwiftUI Animations - Using Xcode 12 and iOS 14 (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077088
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to create amazing animations using SwiftUI with the help of easy, intermediate, and advanced projects. About This Video Become familiar with the SwiftUI framework Discover how to use Xcode 12 and iOS 14 with SwiftUI Get ready to create stunning animations for your applications with SwiftUI In Detail Do you want to create eye-catching animations with SwiftUI that can be easily incorporated into your applications? This course teaches you how to create animations of your choice using SwiftUI. The course starts with an introduction to SwiftUI, explaining the differences between declarative and imperative programming. Moving along, you will discover the role of stacks, text modifiers, and image modifiers in SwiftUI. Next, you will learn to work on interesting projects, such as animating a weather graph with data, animating different shapes, creating an ocean wave, and creating a Wi-Fi loading animation. By the end of this course, you will be able to create smooth and engaging animations with SwiftUI using Xcode 12 and iOS 14.
    Note: Online resource; Title from title screen (viewed January 20, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 15
    Online Resource
    Online Resource
    Software Architecture Hour : Architecture Meets Data (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and Mark Richards on software architecture, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Mark anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in data that are influencing architecture right now, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the intersection of software architecture and data What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Mark Richards your questions around the intersection of architecture and data. You’re currently looking for ways to deliver data to support your businesses goals. You want to become well-versed in the foundations and best practices of software architecture and data. Prerequisites: Come with your questions for Neal Ford and Mark Richards Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 16
    Online Resource
    Online Resource
    PolyBase in SQL Server 2019 : Data Virtualization with SQL Server, Cosmos DB, PostgreSQL, and Other Database Engines (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270479
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video dives into PolyBase - Microsoft's technology for data virtualization - and its ability to virtualize data from a variety of data sources into SQL Server 2019. In this video, you will learn how to configure SQL Server and PolyBase to connect to another SQL Server instance. You will also learn the differences between PolyBase and linked server connections. Next you will learn how to connect to additional data sources from SQL Server 2019, such as to Cosmos DB and PostgreSQL. You will see the configuration steps needed, as well as options available for retrieving data. From there, you will learn how to use statistics to assist the optimizer, obtain key query tuning tips, and implement a reference for loading a data warehouse using PolyBase. What You Will Learn Connect to remote instances of SQL Server, Cosmos DB, and PostgreSQL Contrast linked servers to PolyBase and learn when to choose which method Use statistics to assist the SQL Server optimizer in executing PolyBase queries Tune queries against external tables Load data from multiple external data sources into a data warehouse Who This Video Is For Data platform specialists who need to work on multiple data platforms, but want to use one unifying language to tie them together. Viewers should be familiar with SQL Server and the T-SQL language, but do not need prior experience with any other technologies. Viewers should have seen the first video in the series, PolyBase Concepts and Configuration.
    Note: Online resource; Title from title screen (viewed March 2, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 17
    Online Resource
    Online Resource
    Jenkins CI/CD and Github in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Jenkins, Jenkins Pipelines, and Github integration in this introductory video to the most widely used CI/CD platform in the world: Jenkins. Learn how to setup an example repository from Github into Jenkins using the same techniques you would need to scale a massive CI CD production environment. Topics include: * Install and configure Jenkins including plugins like Blue Ocean that enables pipelines * Create a Personal Access Token (PAT) in Github to connect a repository to Jenkins * Setup a trigger to run automated tests for the Github repository using a Jenkinsfile * Add a remote node or slave to the Jenkins master instance via SSH to quickly scale up operations * Validate that the project builds and deploys correctly
    Note: Online resource; Title from title screen (viewed February 18, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 18
    Online Resource
    Online Resource
    Distributed Jenkins builds with containers (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Distribute the load of Jenkins builds with a remote Docker instance or Kubernetes server in this 1-hour long tutorial Topics include: * Configure a remote Docker instance to interact with the master Jenkins server * Modify an existing job to use Docker to do builds using labels * Setup a remote kubernetes instance to connect to Jenkins with JNLP * Use the right container image to connect back to Jenkins as a remote container node
    Note: Online resource; Title from title screen (viewed March 12, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    Data Story Telling (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to tell stories with Data and then present those conclusions to Business Executives. Learn to use Colab/Jupyter Notebooks to build Data Science notebooks that tell a story. Topics include: * Effects of Intermittent Fasting, Sugar, Wealth and Real Estate Values on society * Visualizing data through Plotly graphs with 3D Interactive Visualizations of KMeans clustering * Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries * The role of the Matthew Effect on society. The Github Project is here: https://github.com/noahgift/data-story-telling
    Note: Online resource; Title from title screen (viewed March 13, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 20
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    Online Resource
    AWS Fargate for Flask Microservice in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use containers to build Microservices on the AWS platform. In this video you walk through building a Flask Microservice using the following AWS tools: * AWS Cloud9 * AWS ECR (Elastic Container Registery) * AWS ECS (AWS Container Service) * AWS Fargate (Container as a Service) Finally, the course builds and deploys a Fargate container that was provisioned to ECR. Follow along with the Github Resource: https://github.com/noahgift/eks-fargate-tutorial
    Note: Online resource; Title from title screen (viewed February 18, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 21
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    The Complete Tableau Bootcamp for Aspiring Data Scientists (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075800
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to create stunning visualizations without writing code About This Video Detailed step-by-step walkthrough of creating data visualizations Create dashboards and stories in Tableau Define the granularity of data using the Level of Detail feature In Detail Visualizations provide us with a clearer understanding of data in a shorter span of time. They prove to be a powerful tool to make analyses and identify patterns. They also form an integral part of data storytelling by helping in creating narratives. Tableau's remarkable visualization capabilities make it a popular choice for data visualization. In this course, we will understand the capabilities of Tableau that makes it a popular software. Discover the basic tableau concepts and go over some basic charts that can be created easily using Tableau. We will then go over how we can create dashboards and stories to present contextual information of the data. Finally, we will learn some advanced features in Tableau, such as data modelling, controlling the granularity of the visualizations, and performing table calculations. By the end of the course, you will be able to use Tableau effectively and will be able to create sophisticated visualizations easily.
    Note: Online resource; Title from title screen (viewed March 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 22
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    The Complete Ethical Hacking Bootcamp : Beginner To Advanced (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077989
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Develop your penetration testing skills and secure your computer systems and networks in the real world About This Video Become familiar with the concepts of networking, ethical hacking, and penetration testing Gain a good understanding of the Linux OS and Linux commands Learn how to write flawless penetration testing scripts in Python In Detail Are you looking to pursue a career in cybersecurity and want to master the art of penetration testing? You’ve come to the right place. With this carefully tailored and structured video course, you’ll grasp the basic and advanced topics of penetration testing with ease. The course starts by taking you through the process of setting up a penetration testing lab. Next, you’ll become familiar with the Linux OS and Linux commands and explore the basic concepts of TCP/IP and the OSI model. Moving along, you’ll learn how to gather information about computer systems and networks passively and actively and use the Metasploit tool to perform privilege escalation. Next, you’ll perform web application pen testing and learn modern techniques to exploit common web application vulnerabilities such as SQL injection, XSS, CSRF, and command injection. You’ll also learn how to perform wireless network pen testing to crack Wi-Fi passwords using Aircrack-ng, capturing packets, traffic sniffing, and Hashcat. Towards the end, you’ll grasp the fundamentals of Python programming and develop offensive Python tools for pen testing and automation. By the end of this course, you’ll have developed all the essentials skills needed for ethical hacking and penetration testing.
    Note: Online resource; Title from title screen (viewed March 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 23
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    Meet the Expert : Josh Biggley and Destiny Bertucci on Observability and Monitoring (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This edition of Meet the Expert is sponsored by New Relic Has observability killed monitoring? Today the rearview understanding that monitoring provides no longer suffices. You need to know how your systems are performing right now. In this Meet the Expert with seasoned IT/ops practitioners Josh Biggley and Destiny Bertucci, explore the state of performance monitoring today. They’ll share their insights along with new research data that exposes why monitoring is being replaced by full-estate observability. Join in to learn what's needed for complete observability—and see how to get started. Recorded on March 25, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed March 25, 2021) , Mode of access: World Wide Web.
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  • 24
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    Online Resource
    Maximum Privacy with End-to-End Encryption : Learn to Keep Communications Private (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270349
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Privacy is essential for individuals and democracy as a whole – and the only real way to achieve this is with strong encryption. The target audience for this video is anyone who wants to keep their communications truly private. This could be personal information or intellectual property – the solutions are the same. After viewing this video, you will understand: Why privacy is important, not just for individuals but for democracy and society The basics of encryption and how it is essential for privacy The difference between data at rest and data in motion How data travels between computers/devices on the internet The trade-offs between security, convenience, and cost How to set up truly secure and private communications What You Will Learn Define privacy and why it’s so important Discover how the internet really works Gain an understanding of cryptography and encryption Set up secure email, messaging, and file sharing Enable secure and private web browsing (HTTPS, VPNs, and DNS over HTTPS) Who This Video Is For Anyone who wants to keep their communications truly private.
    Note: Online resource; Title from title screen (viewed April 6, 2021) , Mode of access: World Wide Web.
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  • 25
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    Learn JavaScript from Scratch : JavaScript for Everyone (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801070386
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn modern JavaScript concepts such as let, const, forEach functions, fat arrow functions, and more About This Video Learn JavaScript fundamentals, especially if you’ve never written JavaScript code before Learn all the modern JavaScript concepts such as template literals, let, const, and more Put everything you learned to test by building an interactive project at the end of the course In Detail Despite the deluge of new coding languages over the years, JavaScript continues to dominate the web. The language is a staple in most of the front-ends; if not vanilla JavaScript, you won’t be surprised to find one of its derivatives on the next website you visit. This ubiquity makes JavaScript a sought-after skill. This course is designed to teach you that skill from scratch. You’ll begin by learning how to set up your coding playground and then gain some familiarity with the JavaScript syntax. Once you’ve gotten your hands dirty, you’ll discover how to store data in variables, comment out your code, and do more with your variables by learning about operators. Next, you’ll learn about data structures and conditional statements, further shoring up your JavaScript skills. By learning about the Document Object Model (The DOM), you will be able to change the elements of a webpage and add interactivity to it. You’ll also learn to work with strings and arrays, and then, to make your code concise, learn how to write your own functions. Toward the end of the course, you’ll work on a final project wherein you’ll get to use all these skills together. By completing this course, not only will you have a solid understanding of modern JavaScript language, you’ll also be able to use it to create engaging, interactive webpages.
    Note: Online resource; Title from title screen (viewed March 30, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 26
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    Infrastructure & Ops Hour : Kubernetes Complexity with Katie Gamanji (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on Kubernetes with Sam Newman and Katie Gamanji, the ecosystem advocate for the CNCF. They’ll discuss how to manage some of the complexity in your Kubernetes cluster and share fascinating aspects of the discipline, interesting convergence areas, and insights intended to help you learn how to approach the most challenging aspects of building and managing evolving software needs. This is your chance to ask Sam and Katie anything you want about Kubernetes and their own career journeys. They’ll spend a few minutes covering the trends that are influencing infrastructure and operations, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Understand why Kubernetes is needed Discover how to manage the complexity in your Kubernetes cluster See what’s coming next for infrastructure and ops This training course is for you because... You want the chance to ask Sam Newman and Katie Gamanji your questions around working using Kubernetes tools. You’re looking for ways to use Kubernetes to support your production goals. You want to become well-versed in the foundations and best practices of pipeline creation and deployment. Prerequisites Come with your questions for Sam Newman and Katie Gamanji Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up Read Kubernetes: Up and Running , second edition (book) Read Programming Kubernetes (book) Read Kubernetes Best Practices (book) Take Kubernetes in 3 Weeks: Parts I and II (live online training course with Jonathan Johnson) Take Building and Managing Kubernetes Applications (live online training course with Sébastien Goasguen)
    Note: Online resource; Title from title screen (viewed April 14, 2021) , Mode of access: World Wide Web.
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    How Networks Really Work (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7+ Hours of Video Instruction There are many elements to a networking system, including hosts, virtual hosts, routers, virtual routers, routing protocols, discovery protocols, etc. Each protocol and device (whether virtual or physical) is generally studied as an individual “thing.” It is not common to consider all these parts as components of a system that works together to carry traffic through a network. To show how all these components work together to form a complete system, this video course presents a series of walk throughs showing the processing involved in various kinds of network events, and how control planes use those events to build the information needed to carry traffic through a network. One of the foremost internetworking experts, Russ White leverages his decades of experience in building and troubleshooting large scale networks at the likes of Cisco, LinkedIn, and Juniper to present you with a proven methodology that will help you understand why and how networking technologies work. You will learn to consider the specific problems being solved, why specific solutions are chosen, and how solutions relate to one another. In addition to providing a solid overview of many common protocols and solutions, this valuable insight helps you develop the ability to understand why you should make particular implementation decisions and what the tradeoffs are in each situation, enhance your troubleshooting skills by understanding how each technology works and what problems might arise with any solution, and finally to quickly understand new technologies as they are released by relating them to previously developed technologies. The course begins with the discovery of the information a host needs to send traffic and the forwarding process within a network device. The first walk through is simple, but they will build in complexity until traffic carried in an overlay through a hardware optimized forwarding plane is explained. Along the way, the four problems a control plane must solve will be exposed along with the solutions commonly used to solve these problems. After this basic information is covered, more advanced situations will be considered, including network resilience from a control plane perspective and fast reroute techniques. About the Instructor Russ White began working with computers in the mid-1980s, and computer networks in 1990. He has experience in designing, deploying, breaking, and troubleshooting large scale networks...
    Note: Online resource; Title from title screen (viewed March 25, 2021) , Mode of access: World Wide Web.
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    Garbage Collection Algorithms (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074629
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the underlying theory behind automatic memory management and garbage collection. About This Video Learn about various GC algorithms, such as Mark-Compact collector and Reference counting collector Identify the difference between tracing and direct collectors Learn about Tri-color abstraction and marking In Detail Memory leaks and dangling pointers are the main issues of manual memory management. If you delete a parent node in a linked list, forgetting to delete all its children first—your memory is leaking. You delete an object chain in the correct order but suddenly, your program crashes since you forgot about the second owner of this resource, which now tries to dereference a null-pointer. To avoid these issues, most modern high-level programming languages implement automatic memory management. You allocate objects manually; however, don’t bother with their deallocation: a special program, garbage collector, knows how to automatically deallocate them correctly and reclaim for future reuse. In this course, we’ll study all the different techniques and algorithms related to automatic memory management, which are used today in practice.
    Note: Online resource; Title from title screen (viewed March 30, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Data Understanding and Data Visualization with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801078795
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn data visualization from scratch About This Video Learn data manipulation and visualization from scratch Master various Python libraries such as NumPy, Pandas, Matplotlib, and so on Create interactive, insightful visualizations In Detail Data visualization has gained a lot of traction resulting from an increased focus on data analytics. To be a successful data scientist, data manipulation and wrangling is not enough. Visualizing data to garner insights is an equally important tool in the data science toolkit. Given the myriad types of data that exist, visualization has become an increasingly important topic. This course will equip you with all the skills you need to successfully create insightful visualizations. The course first starts with the fundamentals of Python. Then, the course teaches you how to use libraries such as NumPy, Pandas, Matplotlib, Seaborn, Bokeh, and so on. Additionally, you will learn data manipulation, which is the step prior to visualization. You will also learn how to plot geographical data using Folium. Each module in the course has practical hands-on mini projects. Hence, you not only learn the theoretical fundamentals of visualizations but also gain essential practical skills. With over 12 hours of content, this is one of the most comprehensive courses you will be doing on data visualization in Python.
    Note: Online resource; Title from title screen (viewed March 26, 2021) , Mode of access: World Wide Web.
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    100 JavaScript Algorithm Challenges (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800568556
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover how to ace the JavaScript coding interview About This Video Discover 100 algorithm problems and their solutions Speed up your problem-solving ability Prepare you for technical interviews In Detail Technical interviews help recruiters filter great developers, or at least that is how the industry sees it. This course will help you understand what to expect in a technical interview round and how to prepare for it. With the help of 100 algorithm problems and solutions, you'll improve your speed and enhance your problem-solving ability in an enjoyable way. The course covers some of the most common interview questions asked by companies like Google, Facebook, Uber, and Amazon. By the end of the course, you'll have grasped higher-order functions in JavaScript, understood the basics of TypeScript, and solved a 100 algorithm portfolio item and be ready to ace your JavaScript technical interview.
    Note: Online resource; Title from title screen (viewed March 24, 2021) , Mode of access: World Wide Web.
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    AI Superstream Series : AI & ML in Production (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One of the most consistent challenges for ML engineers is how to move from model to production. Join us for a day of sessions dedicated to making the most of AI in your company. You’ll learn about everything from scaling to deployment and from pipeline to model decay—straight from our experts. About the AI Superstream Series: This four-part series of half-day online events is packed with insights from some of the brightest minds in AI. You’ll get a deeper understanding of the latest tools and technologies that can help keep your organization competitive, and learn to leverage AI to drive real business results. What you'll learn-and how you can apply it Understand how MLOps can help you evolve from manually building models Learn how to use PyTorch to effectively deploy and scale your AI models Explore design patterns that will help you tackle problems that frequently crop up during the ML process This Superstream is for you because... You want to learn more about moving machine learning from model to production. You want to better understand MLOps. You’re interested in improving your skills in scaling, model monitoring, and deployment. Prerequisites Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration
    Note: Online resource; Title from title screen (viewed March 17, 2021) , Mode of access: World Wide Web.
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    Understand the Programmers Mindset for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn some counter-intuitive ways to think about programming as a beginner. It is ok to feel stupid, it means you are on the right path! Topics include: * Failure is good * The goal of programming is to reduce complexity * Automation is a requirement * Continuously Improve your code * Embrace Automation and Monitoring
    Note: Online resource; Title from title screen (viewed April 17, 2021) , Mode of access: World Wide Web.
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    Zero to One : AWS Lambda with SAM and Python in One Hour (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Zero to One: AWS Lambda with SAM and Python in One Hour. Learn to use AWS Cloud9 to develop serverless applications with Python and SAM (Serverless Application Model) Topics include: * Building a Lambda inside of Cloud9 * Deploying a containerized service to Amazon ECR and AWS Lambda * Invoking API Gateway based AWS Lambda services using sam invoke and AWS Cloud9
    Note: Online resource; Title from title screen (viewed April 3, 2021) , Mode of access: World Wide Web.
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    Effective Python Exceptions (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Python exceptions are exceptional at helping your program take decisions. It is natural to feel the urge to catch them all and ignore them. But powerful programs can be created by learning how to leverage them in order to make robust scripts and take your coding skills to the next level. In this video, I cover several techniques that will help you improve your exception handling. Topics include: * Create a script that uses exception poorly, and then improve it * Slowly clean up broad catching exceptions to improve the script * Learn how to produce better errors from exceptions * Leverage other tools like logging to produce meaningful errors and tracebacks while keeping messages clean Follow along the repository to continue using more examples: https://github.com/alfredodeza/exceptions/
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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    Multipeer Connectivity in Xcode : Creating a Chat App for iOS (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271278
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create a simple chat app for iOS using the Multipeer Connectivity framework. Multipeer Connectivity is an important development in the latest iOS. Using this framework, you’ll provide users an interactive way to communicate and exchange data between each other. You'll see how to set one of the users as the host, and allow other users to join the hosted chat. Then each participant will be able to send a message in a shared room between all of the users. You’ll achieve this by implementing the Multipeer Connectivity framework, setting up the room protocols, and creating pathways for the exchange of data with users in the room. Learn how to create multi-screen apps; save simple data, such as a person’s screen name, indefinitely; and add a few storyboard elements, such as buttons and textfields. Finally, this video gives you a skeleton for creating other apps, such as a multiplayer game linked between different devices. What You Will Learn Create basic Xcode projects for iOS Implement the Multipeer Connectivity framework Create host and guest functionality and exchange data between devices Who This Video Is For Developers with more advanced skills in Xcode and Swift.
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
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    Open Source Software Superstream Series : Go—Generics, Modules, and the Future of Open Source Go Programming (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Go is now over a decade old, but that doesn’t mean it’s showing its age. As open source projects across industries have adopted Go, the language has continued to grow and change to meet their needs. Recent and forthcoming additions to the language, such as generics and modules, will alter Go programming dramatically. What do these developments mean for adoption? (Why, for example, is Go the language chosen by so many CNCF projects?) And what features do expert Go developers see as the backbone of the future of programming? Join us to hear expert insight into how the Go language is changing open source development, what makes it right for so many open source projects, and how developers can use Go’s unique new features to build secure, reliable, and efficient applications. About the OSCON Superstream Series: Each day in the four-part OSCON Superstream Series covers a different programming language and its ecosystem, with unique sessions including keynotes from language luminaries, debates on controversial topics, and hands-on coding talks. And they’re packed with insights from innovators and the latest tools and technologies to help you stay ahead of it all. What you'll learn-and how you can apply it Learn how best to approach using generics in Go code Discover how to extend Go applications Understand techniques for working in someone else’s codebase Find out what to do when concurrency goes wrong in your Go applications This Superstream is for you because... You’re a Go developer who wants to learn how newer features such as generics will affect your code and applications. You’re a software developer interested in learning more about Go as a language for developing tools, web services, or working with distributed systems. You’re an engineer, developer, or DevOps specialist looking to understand how Go is shaping observability and container management. Prerequisites Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Take Introduction to the Go Programming Language (live online training course with Jay McGavren) Explore Understand Go (expert playlist by Jay McGavren) Read Head First Go (book) Read Concurrency in Go (book) Read Learning Go (early release book) Read Cloud Native Go (early release book) Read The Go Programming Language (book) Play in the interactive Go Sandbox
    Note: Online resource; Title from title screen (viewed April 29, 2021) , Mode of access: World Wide Web.
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    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.
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    jQuery for Application Development : From Fundamentals to jQuery Projects (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801817004
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Complete this course and immediately start using your new jQuery skills in your everyday development work. About This Video Learn about loading remote data with jQuery Understand how to work with forms using jQuery Understand jQuery callback functions In Detail jQuery remains the most popular client-side development library on the web. Designed to do some of the heavy liftings in JavaScript, you’re going to find the jQuery library used in millions of sites. While it’s not the newest JavaScript library, jQuery remains the most deployed. It’s a “need-to-know” item if you’re on the road to becoming a web developer, client-side engineer, or another type of development pro. The videos included in this course are short and to the point, without a lot of extra unneeded fluff. This course covers it all—from the basic jQuery syntax, simple through complex selectors, jQuery Ajax, jQuery UI, and much more. There are even a couple of complete jQuery projects included for you to test your skills after you’ve learned the fundamentals. On completing this course, you will be able to create applications on your own.
    Note: Online resource; Title from title screen (viewed April 30, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Meet the Expert : What to Do When AI Fails with Andrew Burt and Patrick Hall (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Artificial intelligence and machine learning have at least one thing in common with traditional software systems: they fail. AI failures might consist of discriminatory behavior, privacy violations, or even security breaches that can lead to lawsuits, regulatory fines, and more. So what can organizations do to avoid these pitfalls? In this Meet the Expert with Andrew Burt and Patrick Hall—the cofounders of bnh.ai, a boutique law firm focused on AI and analytics—learn how to prevent the inevitable failures in your ML systems from spiraling into full-blown AI incidents. As you explore a new approach to incident response specifically tailored to AI, you’ll learn when and why AI creates liability for the organizations that employ it and how those organizations should react when their AI causes major problems. Recorded on May 13, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
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    Learn Spring Core Framework the Easy Way (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071680
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enter the world of the Spring framework with this course About This Video Gain knowledge of autowire annotation and constructor autowiring Understand cross cutting concerns and AOP theory Understand the Spring Core Framework that will let you easily excel in advanced Spring concepts In Detail Are you a professional willing to enter the Spring Framework world? Spring Core is the starting point to learn the Spring Framework, and having a solid understanding of the core concepts of Spring would not only ease your journey to learn other modules/projects of Spring but also clear interviews. Spring is a lightweight, extensible, robust framework (or rather framework of frameworks!) to create enterprise applications that are easy to maintain. Spring Core is the core module that comes with an embedded servlet container (IOC container) and would enable the core functionalities of Spring. You can think of Spring Core as the core engine on which other modules would run. This course is taught in a beginner-friendly way and the only expectation from you is that you know Java. We’ll be working with Spring 5.1.1 in this course. However, this course should be compatible with 5.X versions of Spring.
    Note: Online resource; Title from title screen (viewed April 30, 2021) , Mode of access: World Wide Web.
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    Building a Parser from Scratch (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075107
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the underlying theory behind recursive descent parser for a programming language About This Video Learn about basic expression and tokenizer Learn about program structure and AST formats Learn about control flow and functions In Detail Parsing or syntactic analysis is one of the first stages in designing and implementing a compiler. A well-designed syntax of your programming language is a big motivation why users would prefer and choose your language. Recursive descent parsers are the group of parsers that are widely used in practice in many production programming languages. In contrast with automated parsing algorithms, the manual implementation allows having full control over the parsing process and handling complex constructs, which may not be possible in the automatic parsers. Besides, implementing a full manual parser from scratch allows understanding and seeing this process from inside, demystifying internal structures, and turning building parsers into an interesting engineering task. In the Building a Parser from Scratch class, we dive into pure practical implementation, building and learning different aspects of parsers. In this course, you will learn the concept of recursive descent parsing, understand what is tokenizer and how it cooperates with the parser module, learn what is Abstract Syntax Tree (AST) and how to have different formats of these ASTs, what is "lookahead" and predictive parsing, and eventually build a parser for a full programming language, similar to Java or JavaScript.
    Note: Online resource; Title from title screen (viewed April 28, 2021) , Mode of access: World Wide Web.
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    Groovy Programming Fundamentals for Java Developers (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074063
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Extend and enhance your Java applications with Groovy. Groovy programming is a great way to speed up and modernize your Java applications with better efficiency About This Video Explore Groovy’s lightweight and powerful syntax that slashes down the development time Learn to write and adapt Groovy scripts to maximize your productivity Filter and transform collections in Groovy with Groovy’s powerful closure mechanism In Detail There are not many technologies that can brag about staying relevant for more than 30 years. Java is one of those technologies that is not only staying relevant but also evolving with time. However, in Java, due to verbose and complexities in coding, developers started using different platforms and languages to counterfeit this downside. Apache Groovy is the number one go-to language when it comes to knocking up quick scripts to automate drudge work and even for writing full-scale applications (using other frameworks such as Grails and Griffon). Groovy is predominantly seen today in Jenkins pipelines scripts and in Gradle build scripts, but this really underplays its power and versatility, as we’ll see in this course. You will learn many exciting features of Groovy and see how it reduces execution time with its lightweight syntaxes. This course will teach you how to set up Groovy, install it, and create Groovy projects in the IDE. Then you’ll be exploring the Groovy toolset and using the Groovy console to execute Groovy code. Moving ahead, you’ll learn common Groovy operators that form the cornerstone of its powerful syntax. You will then learn how to use regular expressions and capture groups to parse and extract strings. You’ll also look at Groovy collections and the enhancements delivered by GDK (Groovy Development kit). Finally, you’ll be filtering and transforming collections in Groovy with Groovy’s powerful closure mechanism and much more. By the end of this course, you will learn Groovy’s features and start using them in your day-to-day activities with ease.
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    Google VS Apple AutoML Computer Vision (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use Google AutoML to build a computer vision prediction model via their Qwiklabs website. Later, compare Apple's CreateML with the same data set and build an AutoML prediction model that deploy to the edge. Topics include: * Google AutoML * Apple CreateML * Apple CoreML * Computer Vision * Cloud Computing * Single label image classification * Using AutoML as a prototyping Tool * Edge Computer Vision Models
    Note: Online resource; Title from title screen (viewed May 15, 2021) , Mode of access: World Wide Web.
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    Building an Interpreter from Scratch (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071338
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build and understand a full programming language semantics. About This Video Learn about basic expressions and variables in interpreters Learn about functions and functional programming Learn about object-oriented programming In Detail How do programming languages work under the hood? What's the difference between compiler and interpreter? What is a virtual machine and JIT-compiler? And what about the difference between functional and imperative programming? There are so many questions when it comes to implementing a programming language! In this course, we will learn about compilers and AST interpreters and virtual machines. We will further explore basic expressions and variables in interpreters and learn about variables and environments. We will also explore built-in and native functions, user-defined functions, and call stack and recursive calls. Lastly, we will learn about OOP, class inheritance, and code isolation. By the end of the course, we will implement a full AST interpreter for our programming language.
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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    Scraping Websites with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sometimes scraping is the only way to extract meaningful data when there are no options like an accessible API. Parsing raw HTML can be intimidating and full of failures if you aren't used to existing tooling that can help you parse faster and more efficiently. In this video, learn all the basics including some advanced techniques to parse HTML and extract data with the Scrapy library in Python. k Topics include: * Install, configure, and create a new project with Scrapy, a powerful scraping library written in Python * See what is required to start parsing a website, including looking at raw HTML, tags, and CSS. * Identify data to create a dataset or datasets to perform data science analysis later * Capture parsed data and save it in different formats locally * Ultra fast scraping techniques by using the filesystem directly A few resources that are helpful if you are trying to do scraping, some of them covered in the course: * Scrapy Library * Scrapy Getting started tutorial
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
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    Introduction to Software Bill of Materials (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: What is an SBOM (Software Bill Of Materials) and why should you care? An SBOM is a critical cybersecurity component to keep track and catalog what is installed (and at what versions) in production environments. With recent cybersecurity threats, SBOMs play an important role to implement a remediation strategy when threats and vulnerabilities are reported. Without an SBOM, it is borderline impossible to detect what exactly is released into production, and what may be vulnerable today. Topics include: * Understand the concepts behind an SBOM * Create an SBOM and use different output formats like CycloneDX to import into other systems * Use an SBOM to detect CVE and other vulnerabilities associated with installed software * Capture information about pre-installed system dependencies and nested dependencies * Use CycloneDX and other machine-readable formats like JSON to import outputs into other systems A few resources that are helpful if you are trying to get started with SBOMs, generating them and using them to capture vulnerabilities: * A simple, user-friendly SBOM generator: Syft * A fast vulnerability matcher that uses SBOMs as input: Grype * The CycloneDX format
    Note: Online resource; Title from title screen (viewed May 18, 2021) , Mode of access: World Wide Web.
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    Bash Essentials for Cloud Computing (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the essentials of Bash for Cloud Computing Topics include: * AWS Cloud Shell and Github Code Spaces Shell programming * Editing Bashrc * Using Vim * Using shell navigation including: cd, ls, pwd, history * editing the Bash prompt and creating simple Bash Scripts, as well as Python Virtual Environments with Bash
    Note: Online resource; Title from title screen (viewed May 6, 2021) , Mode of access: World Wide Web.
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    MLOps for Applied Computer Vision : With Apple CreateML (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use MLOPs methodology to build applied computer vision solutions. Topics include: * Apple CreateML * AutoML * Image Classification * Kaizen * Computer Vision
    Note: Online resource; Title from title screen (viewed April 30, 2021) , Mode of access: World Wide Web.
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    Optimizing SQL Server Backup Performance : Using Data Science Techniques to Solve a Classic DBA Dilemma (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271940
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to optimize the performance of your SQL Server backups using data science techniques. Microsoft provides default backup settings which work but which are decidedly sub-optimal against large databases. This video shows what these settings are, explains their defaults, and educates you on the available values that provide you room in which to optimize your backup times. The end game is that you’ll be able to optimize your backups and be confident that you’ve optimized to the extent that’s possible given your specific environment. After an introduction to the available settings, you’ll learn a method built for tuning your backup settings to provide faster backups and shorter maintenance windows in your own environment. That method includes knowing how to sample timing data and other statistics, and how to apply data science techniques by which to understand your findings and to implement your findings in two of the most popular, community-based backup tools: MinionWare's Minion Backup and Ola Hallengren's SQL Server Maintenance Solution. You’ll be able to confidently schedule maintenance windows and to defend those schedules to management using the data that this video helps you to collect. What You Will Learn Know the key settings that control SQL Server backup performance Create database backup statements using these key settings Use sampling within PowerShell to test performance of different settings Create models using algorithms such as random forest for statistical learning Analyze the results of these models using evolutionary programming techniques Implement the results using free, community-based backup solutions Who This Video Is For Database administrators who wish to minimize the size of their backup windows and those wanting to get their backups done in the least-possible time. Viewers should be familiar with SQL Server and the T-SQL language. The video will also include PowerShell and R, so familiarity with either of these languages is nice but not required.
    Note: Online resource; Title from title screen (viewed June 9, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Ben Sigelman on Observability’s ROI (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: It seems like everyone is selling “observability” these days. And companies are buying! But for many software organizations, the cost of observability is growing much more quickly than the benefits it delivers. In this Meet the Expert, Ben Sigelman draws on his experiences building out the core observability functions at Google, cocreating and shepherding both OpenTelemetry and OpenTracing. Working in the field as Lightstep’s founder and CEO, Ben examines why the current ROI for observability is lacking. You’ll learn the critical distinction between observability and telemetry, explore the fundamental cost structures underlying each, and discover how to reframe observability to make some of the most powerful and transformative benefits accessible to the entire organization—not just the experts. Recorded on May 25, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed May 25, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Jim Kalbach on New Directions in Mapping Experiences (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Over the past decade, mapping experiences—a design and marketing technique that attempts to capture an experience in a diagram—has entered the mainstream. Stakeholders are now asking for things like customer journey maps by name, even if they don’t know exactly what they’re requesting. To keep up with demand, the field, along with associated areas such as experience design, service design, and customer experience management, is maturing quickly, bringing with it a number of necessary changes. Join us for this edition of Meet the Expert with Jim Kalbach. You’ll get an overview of experience mapping fundamentals and explore five trends shaping the field today: facilitation as a core part of mapping, increased focus on multichannel experiences, the rise of mapping as a management activity, the inclusion of employee experience, and the application of experience mapping outside of commercial settings. What you’ll learn and how you can apply it By the end of this live show, you’ll better understand: Core concepts in mapping experiences Key trends and changes to the field The future outlook and where the field might be heading This course is for you because… You want to learn about the fundamental shifts that are transforming the business landscape and customer needs. You want to stay current in new skills related to customer journey mapping, service blueprinting, and similar techniques. Recommended follow-up: Read Mapping Experiences , second edition (book), especially chapter 11, “ Customer Journey Maps ” Read Rapid Techniques for Mapping Experiences (report)
    Note: Online resource; Title from title screen (viewed June 2, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Superstream Series : Creating Your Kubernetes Platform (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The path to implementing Kubernetes to build and deploy applications isn’t always evident. After all, different orgs have different needs. Get some clarity and learn how to make the most of all that Kubernetes offers—from what to expect in your first few weeks to detailed war stories from the front lines to extending Kubernetes’s functionality with operators and more.
    Note: Online resource; Title from title screen (viewed May 26, 2021) , Mode of access: World Wide Web.
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    MLOps with AWS App Runner (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use AWS App Runner to do an MLOps workflow that deploys a Flask Microservice that running sklearn. This tutorial walks you through how to deploy code from the O'Reilly book Practical MLOps using the AWS App Runner Service. Topics include: * MLOps * AWS App Runner * Container as a Service * Python * Flask * Microservice * Sklearn * Machine Learning Engineering
    Note: Online resource; Title from title screen (viewed May 23, 2021) , Mode of access: World Wide Web.
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    The Complete Python Course including the Django Web Framework (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075725
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Hands-on course from scratch to learn programming in Python and enhancing it to make Python-based websites with Django look beautiful. About This Video Project on rock, paper, scissors written in Python; you’ll play against the computer Project on a Pokémon character lookup tool using an API and on a banking application Project on an Instagram and Twitter clone written in Django In Detail Python is a most popular programming language in the world. Pretty much everybody is using Python these days. Google, Netflix, Facebook, your local web development shop. It makes sense to learn Python because there’s a lot of demand for it. Many organizations from NASA, Google, and Mozilla, to huge websites such as Pinterest, Instagram, Dropbox, and Disqus, use the Python framework for their website designing. So why should you learn Django? Because there's a huge demand for it and it's incredibly popular, powerful, and secure. This course starts with introducing you to the basics of the Python language and helping you with setting up the environment necessary to work with Python. Then, you will move ahead with gaining intermediate-level knowledge on Python accompanied by a project to give you a better understanding of things learned so far. After that, you'll gain advanced-level Python concepts like OOP (Object Oriented Programming) and many others. Following that, you'll learn Django basics, along with setting up its environment. Followed by working on the intermediate-level Django project and finally, making your posts look nice with Tailwind CSS. By the end of this course, you will be able to write codes in Python and Django to help beautify your websites.
    Note: Online resource; Title from title screen (viewed June 25, 2021) , Mode of access: World Wide Web.
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    Software Architecture Hour : Architecture Decision-Making with Michael Nygard (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on architectural decision-making with Neal Ford and software development pro Michael Nygard. They’ll introduce key concepts including architectural decisions (ADs), architecturally significant requirements (ASRs), and architectural decision records (ADRs) and explain how they’re all a part of architectural knowledge management (AKM). Take an hour to discover how keeping a record of significant decisions will help everyone who interacts with your architecture. What you’ll learn and how you can apply it Understand the benefits of keeping a record of significant architecture decisions Learn how to employ architectural knowledge management techniques See what’s coming next with software architecture This course is for you because… You have questions about documenting architecture decisions. You want to understand how architectural decision records will impact your business architecture. Recommended follow-up: Read Fundamentals of Software Architecture (book) Explore Software Architecture Fundamentals Beyond the Basics (video course) Attend Software Architecture Superstream Series: Soft Skills Are the Hardest Part (July 14) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed June 16, 2021) , Mode of access: World Wide Web.
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    Practical Splunk for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Description Hands-on approach to learning the Splunk platform to search, report, and visualize machine-generated data. Overview Practical Splunk for Beginners LiveLessons provides you with functional, hands-on instruction on how to create data intelligence from machine-generated data. About the Instructor Karun Subramanian is an IT operations expert focusing on modernizing monitoring and observability. With over 20 years of experience, Karun has helped numerous companies transform their IT operations ecosystem. His expertise includes log aggregation, time series databases, cloud infrastructure, and machine data analytics. He is a Splunk Certified Architect. Karun is the author of the book Practical Splunk Search Processing Language: A Guide for Mastering SPL Commands for Maximum Efficiency and Outcome . Skill Level Beginner to Intermediate Learn How To Search using Search Processing Language (SPL) Group and correlate events Perform statistical calculations from search results Visualize data using charts Create reports and alerts Create dashboards Use lookups to enhance search results Who Should Take This Course Users in IT Operations area who need to use Splunk for monitoring and troubleshooting their applications and infrastructure Application developers and architects will also find the course useful for analyzing application log files. Security professionals can make use of the course if they use Splunk as an SIEM platform Course Requirements Basic Linux commands Basic SQL queries Lesson Descriptions: Lesson 1: The Splunk Platform In this lesson Karun covers the basics of the Splunk platform. You learn what Splunk is and why organizations use it. He reviews the various components that make up the Splunk platform. He covers the role of a Splunk search head and an indexer. He also covers the practical ways Splunk can be utilized in your organization. Finally, Karun shows you how to install and set up Splunk in your own local environment. Learning is lot easier and fun when you have your own Splunk environment. By the end of the lesson you will have a good understanding of the Splunk platform, setting you up for more learning and effective use. Lesson 2: Search Processing Language This lesson dives into the Splunk Search Processing Language, also known as SPL, which is the backbone of the Splunk platform. Karun presents the Splunk search interface to you by walking you through the Splunk Web search and reporting a...
    Note: Online resource; Title from title screen (viewed July 7, 2021) , Mode of access: World Wide Web.
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    Oracle Primavera P6 PPM Professional Advanced Features (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801816182
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Primavera P6 Version 8 to Version 20, this module explains the differences between the versions About This Video Workshop on WBS (Work Breakdown Structure), LOEs (Level of Effort), and setting the baseline Workshop working on codes and User Defined Fields (UDF) Workshop on Global Change feature In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, and collaboration and control capabilities, and integrates with other enterprise software such as Oracle and SAP’s ERP systems. This course aims to teach students the advanced features of Oracle Primavera Project Manager P6 PPM Professional tool. You will start with exploring scheduling options and setting a baseline for the project. Then you will move to understand user preferences and admin preferences and explore other methods of organizing project data in Primavera. You will also look at managing the Enterprise environment of Primavera. The exciting features like “global change” and how to schedule multiple projects will help you a lot in managing your project smoothly. Finally, you will look at the utilities part of the Primavera tool in detail. By the end of the course, you will successfully learn the advanced features of Primavera Project Manager P6 PPM Professional tool.
    Note: Online resource; Title from title screen (viewed June 25, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Hour with Sam Newman : Cloud Providers and Sustainability with Anne Currie (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on sustainability with Sam Newman and longtime technologist Anne Currie. They’ll discuss cloud providers and the environmental impact of software, how an individual developer’s choices can impact sustainability, and the trends that are impacting organizations’ deployment practices and culture. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around sustainability See what’s coming next for infrastructure and ops This course is for you because… You have questions about limiting the environmental impact of your technology choices. You’re looking for ways to improve your cloud environment to support your production goals. You want to become well-versed in the foundations and best practices of pipeline creation and deployment. Recommended follow-up: Read Design Patterns for Cloud Native Applications (book) Read Cloud Native Transformation (book) Read 97 Things Every Cloud Engineer Should Know (book)
    Note: Online resource; Title from title screen (viewed July 7, 2021) , Mode of access: World Wide Web.
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    Django 3 - Full Stack Websites with Python Web Development (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801818148
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Use Django 3 to build 3 stunning websites, learn back- and front-end web development, deploy your site with HTML5, CSS3, and Bootstrap 4 About This Video Build 3 full-stack websites with the Django 3 framework Learn back- and front-end web development Deploy your site with HTML5, CSS3, and Bootstrap 4 In Detail Django is an amazing framework for web developers because it provides the infrastructure required for database-driven websites that have user authentication, content administration, contact forms, file uploads, and more. In this course, we will be using Django 3 to build 3 stunning websites. This will help you learn Django and implement it in your projects. We will also use Python, so if you have never used it before, we will start with a Python refresher to get you up to speed. We will then dive into making three complete websites: 1) Password Generator: A simple website to create a random password with several options 2) Personal Portfolio: Create your own portfolio to show to potential employers showing off your resume, previous projects, and a fully functional blog 3) Todo Woo: A website where a user can sign up for an account, and fully manage a Todo list with the ability to create, edit, and delete We will also walk through Git, which is an awesome tool for developers that allows creating multiple versions of the code. Additionally, we will learn how to publish our projects live. By the end of this course, you’ll be able to use Django to create your own websites and deploy them on a server.
    Note: Online resource; Title from title screen (viewed June 30, 2021) , Mode of access: World Wide Web.
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    Exam MS-100 Microsoft 365 Identity and Services Course (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811439
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Pass the MS-100: Microsoft 365 Identity and Services certification exam and take hands-on experience you need to help your clients migrate to Microsoft 365 Cloud. About This Video The ultimate training program to pass exam MS-100 Microsoft 365 identity and services The course covers all exam objectives, so you’ll be ready for any question on the exam Bite-sized videos to keep you attentive throughout, along with guided hands-on labs and demos In Detail This is a comprehensive course designed to help you pass the Microsoft 365 Identity and Services certification as well as give you a full understanding of the Microsoft 365 ecosystem. This exam certification focuses heavily on planning and configuring your Microsoft 365 deployment with a specific focus on: Designing and implementing Microsoft 365 services Managing user identity and roles Managing access and authentication Planning Office 365 workloads and applications Unlike other Microsoft training programs, this Microsoft 365 Identity and Services certification training course is a fully comprehensive course. This course comes with tons of hands-on labs and demos which means that in addition to passing the exam, you will be able to start building real-world cloud solutions for your clients. This course is aligned with the official Microsoft 365 Identity and Services exam guide. We start with some basic concepts and then move on to the core Microsoft 365 Identity concepts. Our approach is to build your knowledge from the ground up covering all core concepts and then moving on to more advanced topics. Even if you are a beginner, this training program introduces sections that will ensure you are brought up to speed and be able to take this course successfully. Note: Minor changes are expected soon based on the recent updates in the exam syllabus.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    Git Essentials LiveLessons, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 15 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Git Essentials, 2nd Edition
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
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    Windows PowerShell Hands-On Training for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803245935
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Get to an advanced level and become efficient at work. Learn ways to automate your daily work using the advantages of Windows PowerShell scripting. About This Video Presents a nice introduction to PowerShell in an easy-to-follow approach with examples Managing system processes: get-process and stop-process Full of hands-on instructions, interesting and illustrative examples, clear explanations In Detail This course is designed to take the system administrators to an advanced level and make them more efficient at their work. You will find ways to automate your daily work using the advantages of Windows PowerShell scripting. It covers a wider list of topics such as why automation; how to launch Windows PowerShell as admin and non-admin; what is the execution policy; PowerShell help; PowerShell file read operations; PowerShell, Windows PowerShell, Microsoft scripting language; and PowerShell modules introduction and benefits. The course is intended to make people think in terms of automating small daily tasks using Windows PowerShell and improve work efficiency and then gradually move towards complex logical tasks.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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    The Complete iOS 14 / iOS 13 Developer Course - and SwiftUI (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071246
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn iOS 14 development with Swift 5 + Xcode 12. Build apps, games (Instagram, Foursquare, and more), and also discover SwiftUI About This Video One year web hosting from Eco Webhosting Get 300$ worth of visuals to use in your app design Pass and get CCA Certification participation for Swift Level 1 and Swift Level 2 for free In Detail Do you know why application development with Swift is gaining a huge popularity? The reason being programming in Swift will bring down the cost of software development, the speed of implementation, and the possibility of further innovation. In this course, you are going to write real-life example apps, games, clones, and much more. You will learn and practice all details of Swift 5 and iOS development during these projects and challenges and will also get introduced to SwiftUI. The topics that will be covered are Swift 5 beginner to advanced techniques, layout, push notifications, Parse, Firebase, Cocoapods, OneSignal, maps, core data, JSON and API, Back4App servers, social media development, ML, augmented reality, games with Sprite Kit, SwiftUI, design essentials with Adobe XD, widgets, and app storage. You are also going to work on projects such as Art Book, Catch the Kenny, Currency Converter, Travel Book, Foursquare Clone, Instagram Clone, Snapchat Clone, Angry Bird Clone, Image Recognition App, and so much more. We are going to cover both Firebase and Parse with their latest and most updated versions! By the end of the course, you will be able to write and design a real app and upload it to the AppStore at the end of this course. When you finish this course, you will be able to understand how you can write any iOS app you want.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    The Microsoft Excel Data Analysis Toolkit Bundle (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803239262
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A complete guide to the Microsoft Excel data analysis About This Video Learn how to merge data from various sources using VLOOKUP, HLOOKUP, INDEX MATCH, and XLOOKUP Learn how to create amazing looking dashboards using PivotTables Learn how to use Goal Seek, Scenario Manager, and Solver to fill data gaps in Excel In Detail In this four-course bundle, we look at a number of advanced Excel techniques all aimed at helping you make sense of the numbers in your business. In Excel for business analysts, you will learn to clean raw data and look at a number of tools and functions that can be used to conduct analysis. Finally, we move onto some more advanced techniques designed to aid forecasting and use existing data to predict future trends. In Advanced Excel 2019, you will gain an in-depth understanding of more advanced Excel features that delve into high-level consolidation, analysis, and reporting of financial information. Advanced PivotTables starts with a PivotTable refresher and then goes on to discuss advanced sorting, slicers, timelines, calculated fields, pivot charts, and conditional formatting. In Advanced Formulas, learn the Excel formulas and tools that enable you to perform complex tasks and analyses. Filtering a dataset, sorting using formulas, creating multi-dependent drop-down lists, 2-way look-ups, text extraction, dynamic chart titles, and XLOOKUP are a few of the exciting concepts covered in the course. By the end of the course, you will become an expert in data analysis with Excel.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    Learn DOM Manipulation with Easy Modern JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801810180
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enhance your JavaScript skills by learning the fundamentals of the Document Object Model. About This Video Use modern JavaScript with classes, private attributes, and DOM APIs to build user interfaces Build an interactive game that will help you understand the fundamentals of the Document Object Model Learn to optimize and bundle your code In Detail The Document Object Model (DOM) is the data representation of the objects that comprise the structure and content of a document on the web. This is what we are going to use when we work with JavaScript and interact in any way dynamically with the document. When one uses Angular, Vue, React, or any other library or framework to create modern web applications, the DOM is what these use under the hood. This course will make you stand out as a JavaScript developer. You will get a clear understanding of the DOM fundamentals. The course will help you understand what the DOM is and how to interact dynamically with an HTML document. We will build user interfaces using modern and easy JavaScript with classes, private attributes, and DOM APIs. Learn optimization techniques and apply easy bundling techniques that include dynamic CSS loading. We will search for documentation; memorizing all the DOM interfaces is not required. While building the game application, you will understand how to interact with the DOM and user input through event listeners.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    Introducing Jakarta EE Fundamentals : Building Java-based Enterprise Quality Systems (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484273395
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Gain an overview of the Eclipse-based open source Jakarta EE APIs and technologies formerly called Java EE (Enterprise Edition). This video highlights the key components of the latest Jakaarta EE release, giving you the knowledge you need to begin your journey to developing enterprise-level applications. This video will familiarize you with the important terms and concepts behind the Jakarta EE enterprise application development platform and introduce its architecture. After completing this video course, you’ll be prepared for a deeper dive into enterprise application development using Jakarta EE. What You Will Learn Discover what Jakarta EE is and how it has evolved to meet current business needs Understand why Jakarta EE application development is more relevant now than ever Master the key Jakarta EE specifications and how to use them Leverage TCKs to ensure compatibility Who This Video Is For Full-stack Java developers and programmers; no prior experience in Jakarta EE or Java EE is assumed. However, at least some prior exposure to core Java, Java SE, and the JDK is recommended.
    Note: Online resource; Title from title screen (viewed August 6, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Superstream Series : Microservices & DevOps (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The main reason to pick a microservice architecture is the ability to change things independently. It means getting fixes and updates to software live more quickly, but it can also help improve your organizational autonomy. In these sessions you’ll learn how microservices allow you to own more of the lifecycle of your software, create more products, and get them out faster.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    Full Stack Web Development Bootcamp with React and Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811040
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Practical full-stack web development Bootcamp with JavaScript, React, Python, Flask, API, Git, and VS Code About This Video Easy and complete practical course Connect frontend application written in React with backend application written in Python Includes Visual Studio Code, Git and GitHub, JavaScript, NPM, React, and Python crash courses In Detail This is a practical React and Python Flask full-stack web development Bootcamp where you will start with building real applications from the first lecture. The application will consist of the frontend and backend parts. The front end will be built using JavaScript React. The backend API will be built using Python Flask. During the creation of the frontend app, you will perform the following practical tasks: - Initialize a React app using create-react-app - Create different React components - Use useEffect and useState React hooks - Adjust favicon.ico in the frontend app - Create and insert an svg logo - Make an API request to the Unsplash API - Use React props and state While making an API app, you will perform the following practical tasks: - Create a Python virtual environment using pipenv - Install and use Python packages such as Flask, dotenv, and requests - Create Flask routes - Make external API calls from the Flask app - Accept requests from the clients You will also learn how to use the following applications: - Visual Studio Code - Git and GitHub - Postman By the end of this course, you will become a full-stack web developer with practical knowledge about JavaScript React and Python Flask.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    Formatting, Printing, and Reporting with Oracle Primavera P6 PPM (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801815611
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Primavera P6 Version 8 to Version 20, this module explains the differences between the versions About This Video Workshop on formatting the bar chart and organizing your data Workshop on filters and printing Workshop on activity codes and User-Defined Fields (UDF) In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, collaboration, and control capabilities, and integrates with other enterprise software such as Oracle and SAP’s ERP systems. This course aims to teach participants how projects are planned, scheduled, and controlled, including understanding the project management processes applicable to your projects with Oracle Primavera P6 PPM Professional. You will start with understanding the basics of the software. Moving ahead, you will look at formatting the display aspects of the software. Then you will look at the group, sort, and layouts of this tool. Following that, you will understand, apply, create, and modify filters. After that, you will execute printing, reports, and look at the visualizer. Finally, you will explore other methods of organizing project data. By the end of the course, you will successfully learn how to format, print, and run reports with Oracle Primavera Project Manager P6 PPM Professional Client.
    Note: Online resource; Title from title screen (viewed July 26, 2021) , Mode of access: World Wide Web.
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    Creating an Unresourced Project with Oracle Primavera P6 PPM (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803242873
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This course covers Primavera P6 Version 8 to Version 20 and explains the differences between the versions About This Video Workshop on navigating around the windows, creating your project, and maintaining the calendars Workshop on creating the Work Breakdown Structure, adding activities, and formatting the bar chart Workshop on adding relationships, scheduling calculations and activity network view, and constraints In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, and collaboration and control capabilities, and integrates with other enterprise software such as Oracle and SAP's ERP systems. This course aims to teach students the user interface and how to plan projects without resources on Oracle Primavera Project Manager P6 PPM Professional tool. You will start with getting introduced to Oracle Primavera Project Manager P6 PPM Professional. Then, you will understand how to create a new project and plan it simultaneously in the Primavera tool. You will also define calendars and create a Primavera Project WBS (Work Breakdown Structure). You will then learn about adding activities and organizing under the Work Breakdown Structure. Post that, you will be formatting the display and adding relationships. Finally, you will look at the activity network view and constraints in detail. By the end of the course, you will successfully learn planning without resources using the Primavera Project Manager P6 PPM Professional tool.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    Alteryx Masterclass - Let's Get Started (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074803
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the fundamentals of Alteryx for data cleaning and data preparation. About This Video Grasp the fundamentals of Alteryx Clean and prepare data in Alteryx Derive insights from your data In Detail Alteryx is a data preparation and cleaning tool used mainly by data scientists to clean and prepare data. Its effectiveness lies in its user-friendly interface and variety of tools that can be used for data analysis. In this course, you'll learn the fundamentals of Alteryx and work on preparing and deriving insights from your data. You'll begin by getting an introduction to Alteryx and learn how to get your data into Alteryx. You'll learn how Alteryx cleans data in an efficient way, and how to use this to your advantage. You'll use tools such as 'union' and 'replace' to combine and clean your data, 'cross tab' and 'transpose' to pivot your data, and a host of additional useful tools to learn the dynamics of Alteryx. You'll also work on a case study to cement your knowledge of Alteryx. By the end of this course, you'll be a confident data scientist with the knowledge of Alteryx to clean and prepare your data in the best way possible.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    GitOps and Kubernetes video edition (2021)
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A really great book for understanding and implementing GitOps! Matthieu Evrin, AddÉnergie Technologies GitOps and Kubernetes introduces a radical idea—managing your infrastructure with the same Git pull requests you use to manage your codebase. In this in-depth tutorial, you’ll learn to operate infrastructures based on powerful-but-complex technologies such as Kubernetes with the same Git version control tools most developers use daily. With these GitOps techniques and best practices, you’ll accelerate application development without compromising on security, easily roll back infrastructure changes, and seamlessly introduce new team members to your automation process. about the technology With GitOps you use the Git version control system to organize and manage your infrastructure just like any other codebase. It’s an excellent model for applications deployed as containers and pods on Kubernetes. about the book GitOps and Kubernetes teaches you how to use Git and the GitOps methodology to manage a Kubernetes cluster. The book interleaves theory with practice, presenting core Ops concepts alongside easy-to-implement techniques so you can put GitOps into action. Learn to develop pipelines that trace changes, roll back mistakes, and audit container deployment. what's inside Managing secrets the GitOps way Controlling access with Git, Kubernetes, and Pipeline Branching, namespaces, and configuration about the audience For developers and operations engineers familiar with continuous delivery, Git, and Kubernetes. about the authors Billy Yuen , Alexander Matyushentsev , Todd Ekenstam , and Jesse Suen are principal engineers at Intuit. They are widely recognized for their work in GitOps for Kubernetes. Vital for understanding what GitOps is, and what tools will get you there. JChris Viner, Forged Development How to deliver operational excellence through industry-level practices. Satej Sahu, Honeywell This book takes two massively complex topics and breaks them down into understandable and approachable tools. Samuel Brown, Expel NARRATED BY JULIE BRIERLEY
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
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    Times Series Analysis for Everyone (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 5+ Hours of Video Instruction Overview Times Series Analysis for Everyone LiveLessons covers the fundamental ideas and techniques for the analysis of time series data. This course introduces you to the basic concepts, ideas, and algorithms necessary to develop your own time series applications in a step-by-step and intuitive fashion. The lessons follow a gradual progression, from the more specific to the more abstract, taking you from the very basics to some of the most recent and sophisticated algorithms. About the Instructor Bruno Goncalves is a senior data scientist in the area of complex systems, human behavior, and finance. He has been programming in Python since 2005. For more than ten years, his work has focused on analyzing large-scale social media datasets for the temporal analysis of social behavior. Skill Level Intermediate Learn How To Use Pandas for time series Create visualizations of time series Transform time series data Apply Fourier analysis Utilize time series correlations Understand random walk models Explore and fit ARIMA models Explore and fit ARCH models Integrate machine learning into time series analysis Integrate deep learning into time series analysis Who Should Take This Course Data scientists with an interest in time series data analysis Course Requirements Basic algebra, calculus, and statistics and programming experience Lesson Descriptions Lesson 1: Pandas for Time Series Pandas was originally developed for financial applications. As such, it was developed with time series support from day one. In this lesson we review some of the fundamental features of pandas that we use in the remainder of the course. Lesson 2: Visualizing Time Series Modeling Visualization is a fundamental first step when exploring and understanding a new dataset. Here we visualize and highlight important features of the example time series we will analyze in detail. Lesson 3: Stationarity and Trending Behavior Time series can exhibit characteristic types of behavior, such as trends, seasonal, and cyclical patterns. In this lesson you learn how to identify each of these behaviors and to remove them...
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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    Strata Data Superstream Series : Data Warehouses, Data Lakes, and Data Lakehouses (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | 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: Storing, processing, and moving data in the cloud efficiently and cost-effectively is a must for working with today’s enormous datasets. Data lakes answered the problem of silos found in many data warehouses. But as the pendulum swings back, there's a growing need for an additional solution that combines the strengths of both models, a need that’s led to the emergence of the data lakehouse. But with the number of data storage systems available, it can be hard to figure out which option is right for you. In this event, you'll gain insights on how to increase the scalability, speed, and availability of your data, along with best practices for utilizing your data warehouse, data lake, or data lakehouse. Join in to learn how to make the right decisions for your particular use case. What you’ll learn and how you can apply it Get an overview of the latest technologies for storing and managing your data Learn how to build a performant and scalable data lake Explore design considerations to make your data warehouse robust and reliable Discover the full management, storage, and analytics capabilities of a data lakehouse Understand how to apply data observability principles for your data lake This course is for you because… You need to know the latest trends in storing, processing, and managing data. You want to improve the scalability, speed, and availability of your data. You work with a variety of data sources that need to be pulled together and analyzed. You want to better understand the systems that you already use and learn how to take full advantage of their capabilities. Recommended follow-up: Read Automating the Modern Data Warehouse (report) Read The Enterprise Big Data Lake (book) Read What Is a Data Lake? (report)
    Note: Online resource; Title from title screen (viewed August 10, 2021) , Mode of access: World Wide Web.
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    Software Architecture Hour with Neal Ford : Architectural Governance with Birgitta Boeckeler (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and his guest, Birgitta Boeckler, where they talk about Architectural Governance and how governance is a key part of a successful architect’s job. Governance defines the technical rules and standards within an organization about every aspect of technology, particularly software development. Learn how to define and enforce governance rules. What You Will Learn: What’s coming next with Software Architecture Recommended follow up Read Fundamentals of Software Architecture (book) View Software Architecture Fundamentals Beyond the Basics (video) Attend Software Architecture Superstream Series: Software Architecture Fundamentals 2021 Attend Architecture: The Hard Parts (live online training) Attend Automating Architectural Governance: Agile Engineering in Architecture (live online training)
    Note: Online resource; Title from title screen (viewed August 5, 2021) , Mode of access: World Wide Web.
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    Scala & Spark-Master Big Data with Scala and Spark (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803248653
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn Scala; learn Spark, Hadoop, ETL pipeline from AWS S3 to AWS RDS using Spark from scratch About This Video Relate the practical concepts of Scala and Spark with real-world problems Implement any project from scratch that requires Scala and Spark knowledge Know the theoretical and practical aspects of Scala and Spark In Detail The course Scala from Beginner to Pro is refreshingly different. The well-thought-out quizzes and mini projects that cover all the important aspects will make your Scala learning journey that much easier. This course includes an overview of Hadoop and Spark with a hands-on project with Scala Spark. Right through the course, every theoretical explanation is followed by practical implementation. This course is designed to reflect the most in-demand Scala skills that you will start using right away at the workplace. The course is simple to follow and understand. Expressive, exhaustive, and practical with live coding sessions and replete with quizzes. Rich with state-of-the-art and up-to-date knowledge of this field. The 6 mini-projects and one Scala Spark project included in this course are a vital component of this course. These projects present you with a hands-on opportunity to experiment for yourself with trial and error. You get a chance to learn from the mistakes you make. Importantly, it’s easy to understand the potential gaps that might exist between theory and practice. Who this book is for This course is for absolute beginners who want to learn Spark and Scala along with its implementation in realistic projects; people who want to develop smart solutions; data scientists; and machine learning experts.
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
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    Practical Python for DevOps Engineers LiveLessons (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Overview : Practical Python for DevOps Engineers LiveLessons is designed to expand your understanding of concepts and strategies for operating your infrastructure effectively in the ever-changing digital landscape. Taught by best-selling author Chris Jackson, the course will provide explanations of the basic and intricate techniques of automation and programmability in an effortless manner. Practical Python for DevOps Engineers LiveLessons will begin with the overview of Python from its syntax to working with variables and data types. The course will cover other Python related topics like Object Oriented Programming, Python Modules, UnitTest module, and Python Programming. In addition to the Python topics, the course will dive into the topic of API, where the section will cover the fundamentals of API and its common usage. Topics include: Getting Started with Python Object Oriented Programming and Python Modules Unit Testing Working with Data in Python What is an API? Working with REST APIs Making an API Call With Python About the Instructor: Chris Jackson is a Distinguished Systems Engineer in the Cisco World Wide Sales and Partner Training organization. Chris is focused on all aspects of Cisco Data Center and Cloud from not only a technology perspective but through thought leadership in helping Cisco and customers better leverage the business transformational aspects these technologies provide. He holds dual CCIEs in security and routing and switching, CISA, CISSP, ITIL v3, seven SANS certifications, and a bachelor's degree in business administration. Residing in Franklin, Tennessee, Chris enjoys tinkering with RC drones, robotics, and anything else that can be programmed to do his bidding. In addition, he is a black belt in Taekwondo and a rabid Star Wars fan and has a ridiculous collection of Legos. His wife, Barbara, and three children, Caleb, Sydney, and Savannah are the true joys of his life and proof that not everything has to plug in to a wall outlet to be fun. Skill Level: Beginner to Intermediate Learn How To: Program Cisco infrastructure devices Implement DevOps automation Create a more agile and flexible IT environment Who Should Take This Course: This course is intended for anyone who has IT infrastructure and would like to learn how to use emerging technologies to automate and simplify operations. Course Requirements: Basic understanding of networking infrastructure equipment Computer literacy, PC operating system knowledge, a...
    Note: Online resource; Title from title screen (viewed August 18, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Jen Stirrup on Democratizing AI for the Business (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: If AI is going to be part of everyday life for businesses and citizens alike, it needs to be accessible. So how should organizations move toward AI maturity? And what steps can businesses take to democratize AI while meeting the challenges they’ll encounter along the way? In this Meet the Expert, AI and business intelligence leader Jen Stirrup walks you through a number of different challenges and considerations for the democratization of AI for business—along with approaches for overcoming them. Find out what AI means for the industry, for people’s careers, and for their training opportunities as you explore aspects of AI that you may not have considered yet. Recorded on August 24, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : How AI Will Change Our World by 2041 with Kai-Fu Lee and Tim O’Reilly (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AI is poised to enter into our daily lives on a much bigger scale than ever before, touching everything from education to medicine to entertainment. While the advent of this technology may liberate us from routine work, it will also challenge the current principles of our economic and social order and bring new risks in the form of autonomous weapons and smart technology that inherits human bias. In this edition of Meet the Expert with Kai-Fu Lee—celebrated AI pioneer, former president of Google China, and best-selling author of AI Superpowers—joins in conversation with Tim O’Reilly. They explore predictions from Dr. Lee’s new book, AI 2041: Ten Visions for Our Future, written with science fiction author Chen Qiufan, and discuss how current AI technologies, such as deep learning, computer vision, robotics, autonomous driving, and natural language processing, can give insight to future advances and challenges that will have far reaching impacts across the globe. Recorded on September 9, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed September 9, 2021) , Mode of access: World Wide Web.
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    KNIME for Data Science and Data Cleaning (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071413
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Perform data science with KNIME. Learn how to do data cleaning, AI machine learning, ETL, and data preprocessing with KNIME About This Video No coding required Solve data cleaning challenges together and enhance your basic KNIME skills Learn the fundamentals for NLP tasks in KNIME using only KNIME nodes In Detail Data cleaning is always a big hassle, especially if we are short on time and want to deliver crucial data analysis insights to our audience. KNIME makes the data prep process efficient and easy. With KNIME, you can use the easy-to-use drag-and-drop interface, if you are not an experienced coder. But if you know how to work with languages such as R, Python, or Java, you can use them as well. This makes KNIME a truly flexible and versatile tool. In this course, we will learn how to use additional helpful KNIME nodes not covered in the other two classes. Solve data cleaning challenges together for different datasets. Use pre-trained models in TensorFlow in KNIME (involves Python coding). Also, learn the fundamentals for NLP tasks (Natural Language Processing) in KNIME using only KNIME nodes (without any additional coding). By the end of this course, you will be able to use KNIME for data cleaning and data preparation without any code. Who this book is for This course is designed for aspiring data scientists and data analysts who want to work smarter, faster, and more efficiently. This course is also for anyone who wants to learn how to effectively clean data or encounter various data issues (for example, format) in the past and is looking for a solid solution, and who is familiar with KNIME as no basics are covered in this course. Basic knowledge of machine learning is certainly helpful for the later lectures in this course. Note: Tableau Desktop and Microsoft Power BI Desktop are optional.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Bash Shell Scripting, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    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.
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    Get started with Conda (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Packaging in Python has always been polarizing. From complicated beginnings where you couldn't uninstall libraries, to virtualenv that allows you to work in a self-contained environment that can be thrown away. In this video, I'll present an introduction to Conda, and to a chanel-specific variation of it that is maintained by the community called miniforge. If you are looking for a way to get scientific packages for the new Apple M1 silicon, this video will also help you out get everything sorted, including installing versions of Python that are pre-packaged and ready for data science tasks. Topics include: * Install Conda by using the community version called miniforge. * Use conda to install a specific version of Python, without system installs * Find more about the differences between virtualenv, pip, and conda * Install data science libraries in the new Apple M1 silicon Useful links: * Conda documentation * Conda Forge community documentation * Conda miniforge project
    Note: Online resource; Title from title screen (viewed August 18, 2021) , Mode of access: World Wide Web.
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    AWS Step Functions for Optimization (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use optimization techninques along with AWS Step Functions
    Note: Online resource; Title from title screen (viewed September 12, 2021) , Mode of access: World Wide Web.
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    Real World Computer Vision and MLOps Cookbook- Chapter 7 Walkthrough Practical MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 7 of the O'Reilly book Practical MLOps. Learn about real-world computer vision including a recap of Tesla AI day 2021. Topics include: * Getting models into production * Tesla FSD * Tesla Computer Vision * Tesla AI Day * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * AWS App runner * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Learn the foundations of Agile Project Management (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the foundations of Agile Project Management in this quick video snippit featuring global technical project management expert Jerry Castro. Topics include: * Agile * Balancing chaos vs order * How to get started with Agile
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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    AutoML and KaizenML - Chapter 5 Walkthrough Practical MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 5 of the O'Reilly book Practical MLOps. Topics include: * Getting models into production * Feature Store vs Data Warehouse * AutoML * MLOps * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * Spark * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 14, 2021) , Mode of access: World Wide Web.
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    Spring Boot Fundamentals : Building Java-Based Microservices and Enterprise Native Cloud Applications (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270660
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will develop a foundation for creating Java-based, enterprise-ready, cloud applications and microservices using the Spring Boot micro-framework and all its cool features, from zero configuration files to faster development to easy deployment. In this video, you'll walk through the nuts and bolts of Spring Framework 5 and Spring Boot, then dive into the web application development tier that Spring Boot offers. Next, you'll go over data access, data persistence, and reactive data programming. Next, you'll cover testing, security, and messaging using Spring Boot. Furthermore, you'll see the new tools and features in Spring Boot to take your applications further including Actuator, Micrometer, Prometheus, and Grafana. Finally, the video concludes on native cloud application development, integration, and deployment onto the cloud with Kubernetes and more. After learning with this video, you'll come away with the know-how to build your first complete complex application with Spring Boot. What You Will Learn Get a survey of the Spring Boot micro-framework Do web development with Spring Boot See how data access and persistence works using Spring Boot Work with WebFlux and reactive data Use Boot's Actuator, Micrometer, Prometheus, and Grafana Develop and deploy native Java cloud applications in Spring Boot Who This Video Is For Those who have prior Java programming experience who may be new to Spring Boot.
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
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    Optimization and Greedy Algorithms in One Hour (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use optimization strategies and greedy algorithms in one hour.
    Note: Online resource; Title from title screen (viewed March 7, 2021) , Mode of access: World Wide Web.
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    Scaled Forecasting with Python and R : With Forecasting for Several Different Types of Models and Time Series (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484268933
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video, you will explore forecasting techniques in Python, including how to use machine learning models from Scikit Learn, as well as integrating R as a sub process to gain access to the robust forecast library, incorporating the auto.arima and tbats models. We create our own Python class called Forecaster that stores all of the relevant information about the predictions, including error metrics, model forms, hyperparameter selections, and the forecasts themselves. The module is written in such a way that models can easily be added to the framework for increasing accuracy. In the specific scenario, we are forecasting on 150 separate time series—3 time series for each state using economic indicators from the St. Louis Federal Reserve (FRED) website. We build an API to extract the data and add our own indicators that we think will influence the future. At the time that this video is published, the country is experiencing a recession from the COVID-19 pandemic. Therefore, we will extract the recession indicator from the FRED website and make assumptions about how long the recession will last. Using this information, we create an economic outlook for each state. These forecasts can then be used to see which states we expect to recover most quickly from the recession. This modeling process will be done in Python on a Jupyter Notebook, so it's a good idea to have Anaconda installed on your computer so you can follow along. The rpy2 library from Python will be utilized, so having R installed in your local environment is necessary. What You Will Learn Create classes in Python Make predictions with machine learning and common forecasting models Manipulate data with Pandas Store data in base Python structures (lists, dictionaries) Create APIs and visual aids Who This Book Is For Data scientists with experience who are looking to take their forecasting skills to the next level.
    Note: Online resource; Title from title screen (viewed January 12, 2021) , Mode of access: World Wide Web.
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    Learn Vim in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Vim in this one-hour video. Everything you need to know to get up and running quickly. Topics include: * Opening, saving, and quiting files * Basic movements and operations, like copying and deleting * Updating the .vimrc configuration file for customization * Installing plugins and further customization
    Note: Online resource; Title from title screen (viewed January 8, 2021) , Mode of access: World Wide Web.
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    Python GPU Programming in 5 Minutes (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to do GPU programming in Python in Five Minutes
    Note: Online resource; Title from title screen (viewed January 12, 2021) , Mode of access: World Wide Web.
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    World of Computer Networking (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072823
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master the key networking protocols and understand how computer networks work and communicate with each other About This Video Get to grips with Internet Protocol (IP) addressing, network masks, subnets, and subnetting Learn how to perform analysis of different protocols and Transmission Control Protocol/Internet Protocol (TCP/IP) layer headers Discover how computer networks operate on different layers In Detail Do you want to learn the basics and advanced concepts of computer networking? Do you want to prepare for the Cisco Certified Network Associate (CCNA) exam? With this course, you will learn the basic and advanced concepts of computer networking from scratch. The course starts with Transmission Control Protocol/Internet Protocol (TCP/IP) and Open Systems Interconnection (OSI) models, explaining how different hosts communicate with each other. Next, you will become familiar with networking layers, such as physical, data link, network, transport, and application. Once you have gained the knowledge of layers, you will move towards exploring the concepts of routing and learn the difference between private and public IP addresses. Next, you will discover the purpose of Network Address Translation (NAT) in networking and understand the Dynamic Host Configuration Protocol (DHCP) and Domain Name System (DNS) protocols in detail. By the end of this course, you will have gained a solid understanding of computer networking and network devices and will have developed the skills to pass the Cisco Certified Network Associate (CCNA) exam.
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Software Architecture Superstream Series : Architecture Meets Data (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | 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: With an eye to the future, many organizations have made the move to microservices as a means of decomposing monolithic legacy systems. But what does this move mean for delivering data? Join us to discover how understanding the intersection of software architecture and data can help you achieve new levels of velocity, agility, reliability, and efficiency. If you’re looking for ways to manage data as a software architect or developer, these sessions will help you learn what’s involved so you can chart a course toward a successful solution. About the Software Architecture Superstream Series: This six-part series of half-day online events focuses on the hottest topics in software architecture, giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. What you'll learn-and how you can apply it Explore the intersection of software architecture and data Understand how and when to decompose monolithic data Learn how to apply evolutionary practices to databases and how to apply database refactoring patterns to evolve the database design See what’s coming next with data mesh, the next-generation analytical data platform This Superstream is for you because... You’re a developer or architect who wants to understand the intersection of architecture and data. You’re currently looking for ways to deliver data to support your businesses goals. You want to become well-versed in the foundations and best practices of software architecture and data. Prerequisites: Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book) Take Software Architecture by Example (live online training course with Mark Richards and Neal Ford) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Take Microservice Fundamentals (live online training course with Sam Newman)
    Note: Online resource; Title from title screen (viewed January 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    Infrastructure & Ops Superstream Series : CI/CD (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The combination of modern distributed architectures and cloud environments offers powerful solutions for delivering applications that quickly yield business value. . .and increased complexity. Moving quickly and not breaking things means that you need deployment pipelines. How do you ensure your releases don’t bring down production? Enter CI (continuous integration) and CD (continuous delivery), which greatly improve visibility of the quality of your software while also greatly reducing the time taken between releases. Join us to learn how CI/CD can help you achieve new levels of velocity, agility, reliability, and efficiency in your projects and systems. About the Infrastructure & Ops Superstream Series: This five-part series of half-day online events details what you need to know to effectively manage existing legacy systems while migrating to modern, scalable, cost-effective infrastructures—with no interruption to your business. Each event day covers some of the most challenging and promising topics facing those working in infrastructure and operations today: continuous integration and delivery, cloud delivery, Kubernetes, microservices, and security. What you'll learn-and how you can apply it Understand what tools work best for CI/CD and cloud native Learn how CI/CD works in the deployment pipeline Discover how infrastructure as code can help you deliver services to your users This Superstream is for you because... You’re a developer looking to discover the advantages of CI/CD. You want to better understand infrastructure as code. You work in a cloud native environment and want to learn which CI/CD tools work best with this extra complexity. You want to better incorporate testing and automation in your CI/CD pipeline. Prerequisites: Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Infrastructure as Code , second edition (book) Read Building Microservices , second edition (book) Read What Is DevOps? (report)
    Note: Online resource; Title from title screen (viewed February 2, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 95
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    Online Resource
    Getting Started with Databricks : Tools for Understanding Massive Data Sets (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484269190
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A hit-the-ground-running introduction to the expansive world of understanding your data. If you fail to understand what all the hoopla is around data analytics, but you know you need to jump in somewhere, this video is for you. Learning a handful of techniques you’ll get started with turning great quantities of data into useful information that can help you better understand your own world of data. This video is a user-friendly entry point that teaches you how to use machine learning algorithms to move from the trenches of data to making informed data-driven decisions. It begins with a brief introduction to data analysis and guidance on how to set up a development environment in Databricks. From there you will investigate data using popular tools such as SQL and Python on top of Apache Spark. From there you will move on to learning how to clean up data and prepare it for use in a machine-learning algorithm. The final segment offer guidance for presenting the results visually. What You Will Learn Investigate small and large datasets using SQL and Python Clean and prepare data for advanced analytics Run machine learning algorithms Show data results using visualizations Who This Video Is For People who work with data, including analysts, data engineers, data scientists, and the data curious. Basic knowledge about the data field is assumed, but no special skills are needed.
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 96
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    Online Resource
    Dive Into Ansible - From Beginner to Expert in Ansible (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801076937
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Leverage the power of Ansible to manage your IT infrastructure and multi-tier deployments smoothly About This Video Gain a solid understanding of Ansible modules and playbooks Understand YAML syntaxes Learn how to use Ansible with Amazon Web Services (AWS) and Docker In Detail Ansible is a simple IT automation engine that automates cloud provisioning, configuration management, application deployment, intra-service orchestration, and many other IT needs. Designed for multi-tier deployments from day one, Ansible models IT infrastructure by describing how all the systems interrelate, rather than just managing one system at a time. This course will guide you through multiple topics to make you understand and master Ansible. The course starts with the learning objectives and introduces you to Ansible. Next, you will learn how to set up the environment by installing the Ansible lab, Docker, and configuring the Secure Shell (SSH) connectivity between hosts. Moving along, you will study the architecture, modules, playbooks, and YAML Ain’t Markup Language (YAML) syntaxes used in Ansible. Next, you will learn how to structure advanced Ansible playbooks and uncover techniques to use Ansible with cloud services and containers. Towards the end, you will learn how to use Ansible for validation, testing, and troubleshooting. By the end of this course, you will have mastered the basic and advanced concepts of the Ansible and will have developed the skills needed to work on real-world Ansible projects.
    Note: Online resource; Title from title screen (viewed January 29, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 97
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    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
    The Simplest Guide™ to Project Management and PMI-PMP Certification Exam (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079846
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn project management in the most effective and easy way, through visually seeing every concept About This Video Learn project management through simple pictures and visual illustrations to remember better Gain an understanding of the best practices of project management Learn to create project artifacts during the different phases of the project In Detail In this course, we will begin by understanding the basics of project management and some fundamental concepts related to it. We will then learn how to master the coordination of all elements by understanding expert techniques of integration management, such as project charter, project management plan, and integrated change control. Managing all stakeholders involved in a project is a crucial aspect of project management. In this course, we will learn how to manage key stakeholders effectively, thus reducing the risk involved in the project. Any project is bound to meet obstacles if the scope of the project is not identified correctly before the project commences. This course teaches you the best practices to identify the scope correctly and manage schedules, such that your project does not overshoot its costs. Finally, you will learn how to plan your project such that the quality of the project is not compromised and all risks are accounted for before the project begins. By the end of this course, you will be able to pick up any project and apply industry best practices, and move the project towards completion.
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 99
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    Online Resource
    Software Architecture Hour : Mature Microservices (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and Sarah Wells, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Sarah anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in microservices that are influencing architecture right now, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the uses of a microservices architecture What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Sarah Wells your questions around working long-term with a microservices architecture. You’re looking for ways to use microservices to support your businesses goals. You want to become well-versed in the foundations and best practices of microservices. Prerequisites: Come with your questions for Neal Ford and Sarah Wells Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture Read Building Microservice, 2E Read Building Event-Driven Microservices
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 100
    Online Resource
    Online Resource
    Software Architecture Hour : Architecture and AI with Tariq King (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and test.ai chief scientist Tariq King, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Tariq anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in artificial intelligence that are influencing architecture, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the uses of AI in your architecture What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Tariq King your questions around the synergy between architecture and AI. You want to better understand how AI will impact your business architecture. Prerequisites Come with your questions for Neal Ford and Tariq King Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Grokking Artificial Intelligence Algorithms (book) Read Building Event-Driven Microservices (book) Attend Software Architecture Superstream Series: Software Architecture Fundamentals (APAC) —March 18, 2021 Attend Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Attend Artificial Intelligence: AI for Business (live online training course with Alex Castrounis)
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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