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  • MPI Ethno. Forsch.  (4,785)
  • München UB
  • English  (4,785)
  • Russian
  • Electronic videos ; local  (4,785)
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  • MPI Ethno. Forsch.  (4,785)
  • München UB
Material
Language
Years
Author, Corporation
Publisher
Keywords
  • 1
    Online Resource
    Online Resource
    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.
    URL: lizenzpflichtig
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Learning Adobe Photoshop Lightroom 4 (2021)
    [Erscheinungsort nicht ermittelbar] : InfiniteSkills
    Details
    ISBN: 9781926873985
    Language: English
    Pages: 1 streaming video file (9 hr., 5 min., 13 sec.) , digital, sd., col.
    Keywords: Adobe Photoshop lightroom ; Image processing ; Digital techniques ; Photography ; Digital techniques ; Electronic videos ; local
    Abstract: "In this Adobe Photoshop Lightroom 4 training course, creative and technical expert Andy Anderson takes you through the features and functions of this comprehensive software for both the professional and amateur photographer. Designed for the beginner, you do not require any prior experience working with Adobe Lightroom to take advantage of this tutorial. You will begin by touring the Lightroom interface, and become familiar with the tools and features that are available to you. You will them move on to cover features such as basic and advanced catalog organization, tethering, manipulating your images, geo-coding images, working with modules such as Develop and the Book Module, and so much more. You will learn to create slide shows, print and publish your images, and even export them to use with other Adobe Suite products. By the conclusion of this video based training course on Adobe Photoshop Lightroom 4, you will have a clear understanding of the features and functions at your fingertips, and how to utilize them within the software. Working files are included to let you work alongside the author as he proceed through this software video tutorial."--Resource description page.
    Note: Title from resource description page (viewed Aug. 21, 2012)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Become a Kano Analysis Specialist (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803242866
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive into Kano Analysis and prioritize customer needs About This Video Master the ability to systematically identify and prioritize your customer requirements Specialize your skills in exploring your customer’s stated and latent needs Acquire the knack to delight your customers and make them your raving fans for a lifetime In Detail With increasing competition and constantly changing customer requirements, it has become exceedingly important to learn the art and science of prioritizing the most important needs and requirements of your customers. Kano Analysis is a unique tool that has a structured approach to understand these customer requirements, translate those needs/requirements into specific categories, and prioritize them. This tool is extensively used by Six Sigma Green Belts and Black Belts in their Lean Six Sigma projects. Kano Analysis is most effective in the Define Phase of any Six Sigma Green Belt or a Six Sigma Black Belt project. In the Define Phase, the Green Belt or the Black Belt looks for pain areas of the business process. When Kano Analysis is used, it helps understand customer requirements and provides a laser-sharp focus on only those requirements that your customers care about. This tool can also be used as a standalone tool that is independent of a Six Sigma project. If you want to thrive in today’s competitive environment, you must make your customers your raving fans. This is only possible when you focus and deliver exactly what your customer wants. Kano Analysis is the only tool that helps you identify what your customers exactly want.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    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.
  • 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
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    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.
  • 7
    Online Resource
    Online Resource
    Linux Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800565043
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Equip yourself with Linux skills and manage users, files, and directories from the Linux Shell confidently About This Video Learn about Linux networking and discover how it is used in the real world Gain a solid understanding of Linux files, directories, and permissions Learn how to write error-free and executable Linux shell scripts In Detail Do you want to understand how Linux works in the real world? From basic Linux commands to creating scripts, this course will teach you all. The course starts with an introduction to Linux, explaining its shell, terminal, and commands. You will also learn the process of installing Docker and creating a Linux container. Once the setup is ready, you will become familiar with the Linux processes and discover the role of data streams and piping. Moving along, you will learn how to manage files and directories and learn the common search operations used in Linux. Next, you will learn the techniques to compress and sort files and gain a good understanding of user management. Towards the end, you will learn to create executable scripts, grasp networking concepts, and get an overview of environment variables. By the end of this course, you will be able to perform basic and advanced Linux operations.
    Note: Online resource; Title from title screen (viewed January 21, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 8
    Online Resource
    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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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    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
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 10
    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
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    Online Resource
    MPI Ethno. Forsch.
  • 11
    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
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    Online Resource
    MPI Ethno. Forsch.
  • 12
    Online Resource
    Online Resource
    Learn Python Command-line tools in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started building powerful Command-line Tools with Python. From a single file with no dependencies to packaging and publishing your tool on the Python Package Index. Everything you need to know to get up and running quickly to create Python command-line tools. Topics include: * An introduction to Python scripts and Python packaging * Declare dependencies and package your script for installing and sharing. * Use argparse or upgrade to a more powerful framework like Click * Add flags, options and arguments to fine-tune and control your command-line tool
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 13
    Online Resource
    Online Resource
    Learn Azure ML (AutoML) in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Machine Learning and Auto ML using Azure ML Studio easily building powerful models and deploy them in a scalable environment. Everything you need to know to get up and running quickly in Machine Learning using Azure, from datasets to containerized deployments and data validation. Topics include: * An introduction to Azure ML Studio and AutoML * Import datasets and version them within Azure - even from remote locations like Github * Create compute clusters for training and live inferencing * Select models for deployment into Kubernetes or Docker Container instances * Practice MLOps, operationalizing a deployed model with logs and metrics via Application Insights * Consume a live endpoint with a deployed model over an HTTP API * Use the generated Swagger files to grasp the HTTP endpoints
    Note: Online resource; Title from title screen (viewed February 4, 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.
  • 14
    Online Resource
    Online Resource
    Python for Data Science with Colab and Pandas 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 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to do Data Science with Python, Pandas and Colab Notebook in one hour! This video lesson takes you through a Covid-19 Dataset from the NyTimes and shows you how to explore it. The libraries involved include: Pandas, Colab, Plotly, sklearn, numpy and matplotlib. A suggested structure for Data Science projects is included: Ingest, EDA, Modeling and Conclusion. Finally, the course wraps up with how to integrate Cloud based business analytics including the following tools. AWS Cloud9, IPython, AWS Rekognition, AWS Translate and AWS Comprehend. These solutions are explored with both boto3 and the AWS Console. Follow along with the Github Resource: https://github.com/paiml/minimal-python/blob/master/Chapter7_data_science.ipynb
    Note: Online resource; Title from title screen (viewed February 6, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 15
    Online Resource
    Online Resource
    The Simplest Guide™ to Clinical Data Analysis with SAS (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077095
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This course gives an introduction to the pharmaceutical/life sciences industry in a simple and visual style that is easy to understand. It shows how SAS is used as a tool to work with the vast amount of clinical data within this industry. About This Video Dive head-first into the life sciences/pharmaceutical industry Master concepts of clinical drug development/clinical trials processes Learn how SAS programming is an integral part of putting a drug into the market In Detail The course takes you through an example clinical study sample data and generates various clinical study reports that are submitted to the FDA (in the US) or other regulatory authorities in other countries. You will not only hone your SAS programming skills but will also learn essential concepts needed to work in the pharma industry in the areas of biostatistics and clinical data management. After the introduction to the pharma industry and learning relevant concepts about clinical trials, the course takes you through a hands-on training exercise to build the very important and fundamental clinical study report, called the demographics table. You will begin with a sample clinical study data in an Excel sheet, then you will import it into SAS, derive all necessary variables as shown in the mock table, and finally, generate a clinical study report. All this will be done using guided SAS programming steps with detailed explanations at every step of the programming. At the end of this course, you will have learned to work with clinical study data, generate a real clinical study report, and extend those steps to build other reports that constitute clinical trial submissions to the regulatory bodies.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 16
    Online Resource
    Online Resource
    The Complete Guide to Android Bug Bounty Penetration Tests (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077774
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the fundamentals of Android hacking and understand the common types of vulnerabilities that exist in Android applications About This Video Learn about dynamic and static analysis Become an expert at finding Android exploits Master popular pen-testing tools In Detail An app is often vulnerable to many attacks. Revealing vulnerabilities in applications and networks, testing cyber defense capabilities, and monitoring penalties are just a few among the many reasons why penetration testing is so important. With this in mind, this course introduces you to an array of tools that will help you test a vulnerable Android app. To identify vulnerability issues, we will use popular tools such as Drozer and the Burp Suite. To decompile the code, you will use tools Dex2Jar and Jadx. However, decompiling the code is not possible for closed third-party apps; in such cases, you will have to reverse-engineer the code, and for this, you will learn how to use the Android Debug Bridge. By the end of the course, you will be able to simulate an attack on any Android application and exploit its vulnerabilities.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 17
    Online Resource
    Online Resource
    Next Level Python (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 7+ Hours of Video Instruction While Python is a great beginner language, you will need to know more than conditionals, functions, and loops to be a competent Python developer. This video lesson is meant as a follow-up to Arianne’s Introduction to Python LiveLessons course. In it, you will learn essential skills to become a proper Python developer, like using external libraries, managing project environments, handling exceptions, and making HTTP requests. By the end of this lesson, you will have created a web scraper in Python that gathers data from a website and outputs it into a CSV formatted file. You will also be introduced to key software construction concepts like testing, debugging, and refactoring. Description Python was originally designed with learners in mind. It is also used by professional developers in a wide range of applications, such as web programming, data science, artificial intelligence, and DevOps. Python is the fastest growing, most widely used language, and aspiring developers want to learn. While Python is a great beginner language, you need to know more than conditionals, functions, and loops to be a competent Python developer. This video lesson is meant as a follow up to Arianne’s Introduction to Python LiveLessons course. In this LiveLessons, you learn essential skills to become a proper Python developer, such as using external libraries, managing project environments, handling exceptions, and making HTTP requests. By the end of the lessons, you will have created a web scraper in Python that gathers data from a website and outputs it into a CSV formatted file. Along the way, you will also be introduced to key software construction concepts like testing, debugging, and refactoring. The source code repository for this LiveLesson is kept at https://github.com/ariannedee/next-level-python-livelessons . About the Instructor Arianne Dee is a freelance software developer and educator from the University of British Columbia and an instructor for Canada Learning Code and MakerLabs in Vancouver, BC. Arianne’s Intro to Programming with Python LiveLessons (Addison Wesley) has received 5-star reviews Ar...
    Note: Online resource; Title from title screen (viewed March 5, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 18
    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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    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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  • 20
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    Meet the Expert : Patrick Hamann and Andrew Betts on Getting Started with Serverless (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: Serverless is a relatively nascent concept. Adoption is on the rise, but the promise of serverless remains elusive—as does a wide understanding of the different approaches to implementation. Although the benefits of serverless are clear, the question remains on where this new technology fits into your workflows and business processes. Join us for this edition of Meet the Expert with Patrick Hamann, software engineer, and Andrew Betts, head of developer relations at Fastly, to learn about the benefits of serverless computing. Patrick and Andrew will dive into the promises of and approaches to serverless, how to get started building edge native applications, and real-world examples of companies taking advantage of this technology. O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions. What you’ll learn and how you can apply it By the end of this live show, you’ll better understand: The promise of serverless Approaches to serverless computing (where is it done best?) Serverless use cases How you can start thinking about taking your first steps towards integrating this technology into your business This event is for you because… You want to learn about the fundamental shifts that are transforming the business landscape and customer needs. You want better visibility into emerging serverless technology and the ways it can be used. You want to drive your business digital transformation Prerequisites: Come with your questions for Tyler Have a pen and paper handy to capture notes, insights, and inspiration
    Note: Online resource; Title from title screen (viewed March 2, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 21
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    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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    Meet the Expert : Vadym Kazulkin on the Serverless Value Proposition in AWS (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: The serverless value proposition in AWS is huge. Join expert Vadym Kazulkin as he examines the total cost of ownership in serverless applications and explores the visible and invisible benefits of the serverless paradigm, including no infrastructure operation, auto scaling and fault-tolerance built-in, focus on business value and innovation, and faster time to market - to name a few. In this Meet the Expert, Vadym will also walk you through a decision-making list, which will help determine whether or not to choose the serverless paradigm for your projects. In doing so, he will look at the visible aspects, such as cost, understanding application lifecycle, software architecture, cost at scale, platform limitations, organizational knowledge, and plattform and tooling maturity. Vadym will also discuss current challenges adopting serverless in AWS, such as lack of high latency ephemeral storage, insufficient network performance, and missing important security features. Join us for this edition of Meet the Expert with Vadym Kazulkin to learn how to decide whether to use serverless in AWS for your next project. O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions. What you’ll learn and how you can apply it By the end of this live show, you’ll better understand: The total cost of ownership of the serverless paradigm How to decide whether to use serverless in AWS for your next project The current shortcomings of serverless on AWS The trade offs you make when deciding to use serverless Prerequisites: Come with your questions for Vadym Kazulkin Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Serverless: First Steps (EPL) Moving to Serverless with AWS Lambda (Learning Path) Learn AWS Serverless Computing
    Note: Online resource; Title from title screen (viewed February 16, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Secure Projects with vulnerability scanning in Github (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with security vulnerability scanning and integrating that with Github, Github Actions and automated security checks in pull requests. Learn how to scan reported vulnerabilities in projects and Docker containers, so that you can publish images to Docker hub or merge pull requests while knowing that changes in dependencies are secure. Topics include: * Install and run locally a security vulnerability scanner * Catalog a project with an SBOM (Software Bill Of Materials) so that the scanner can do vulnerability matching. * Setup a Github Action to automatically scan vulnerabilities in a project and optionally fail a build to prevent a merge. * Scan a Docker container image that is built locally against the latest vulnerabilities, based on any CVE reported publicly
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 24
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    MLOps workflow with Github Actions (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with MLOps and Github Actions to package a container with an ONNX model that does live inferencing with a Flask application. By using Azure ML, learn how to download the large ONNX model into the Github Action workflow, package it as a container and then push it to a container registry. For reference use the https://github.com/alfredodeza/flask-roberta repository Topics include: * Create a container that does live inferencing with Flask and the ONNX runtime * Package the model and verify it works locally * Setup a Github Action to authenticate to Azure ML and download a previously registered model * Build the new container as a Github Action, authenticate to Docker Hub or Github Packages * Push the new container to the Github registry or any other registry like Docker Hub
    Note: Online resource; Title from title screen (viewed March 5, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 25
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    Learn Web Development By Building A Blog (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801073271
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the process of full-stack web development from beginning to end About This Video Learn how to build the front-end of the blog using the power of Angular 11 and Bootstrap Become familiar with the process of building the API layer of the blog using ASP.NET Core Discover how SQL Server and SQL Server Management Studio are used to build a reliable back-end In Detail Do you want to learn how to build the back-end, Application Programming Interface (API), and front-end web application using full-stack technologies? This course will teach you the skills and give you the confidence to build a real-world blog from scratch using the full-stack technologies that are commonly used by Microsoft, Google, and Twitter. The course starts with an introduction to the technologies and libraries that you will use to build the blog. Next, you will set up the environment by installing SQL Server 2019, SQL Server Management Studio, Visual Studio Code, Git, Node.js, and Postman. Moving along, you will learn to prepare the blog outline by sketching out the needed pages and identifying standalone components, endpoints, and database actions. Next, you will build a solid back-end using Structured Query Language (SQL) for storing the blog content and discover the process of building the API layer using ASP.NET Core and Visual Studio. Towards the end, you will learn to build your blog’s front-end using Angular 11 and Bootstrap. By the end of this course, you will have developed all the essential skills needed to build a full-stack blogging web application from scratch.
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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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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    Software Architecture Hour : Architecture and Security with Aaron Bedra (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and security pro Aaron Bedra, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Aaron anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in security that are influencing architecture, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Understand how to build a culture of security compliance See what’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Aaron Bedra your questions around long-term cybersecurity and your architecture. You’re looking for ways to improve security to support your businesses goals. You want to learn about a holistic approach to security. Prerequisites Come with your questions for Neal Ford and Aaron Bedra Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Container Security (book) Read Practical Cloud Security (book) Attend the Software Architecture Superstream: Mastering Your Microservices Stack (May 19) Attend Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Watch Software Architecture Superstream Series: Domain-Driven Design and Event-Driven Microservices (recorded Superstream event, 3h 29m)
    Note: Online resource; Title from title screen (viewed April 1, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Parsing Algorithms (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074445
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the different parsing techniques and learn to build a parsing tool from scratch. About This Video Learn about the different types of parsers Build a parser from scratch Build a syntax tool In Detail In this course, we dive into various aspects of the parsing theory, describing in detail the LL and LR parsers. However, at the same time, to make the learning process and understanding easy and fun, we build in parallel an automatic parser for a full programming language, similar to JavaScript or Python, from scratch. After this course, not only will you be able to use a parser generator to build parsers for programming languages but will also understand how the parser generators work under the hood themselves. Implementing a parser for a programming language would also make your practical usage of other programming languages more professional. As we will build a language similar in semantics to JavaScript or Python (the two most popular programming languages today), we will specifically use JavaScript and its elegant multi-paradigm structure, which combines functional programming and class-based and prototype-based OOP.
    Note: Online resource; Title from title screen (viewed March 31, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 29
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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.
    URL: lizenzpflichtig
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    Meet the Expert : Blockchain Best Practices with John Hargrave and Evan Karnoupakis (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: Bitcoin. Cryptocurrencies. Digital dollars. They’re all built on the world-changing technology known as blockchain. But how do you build a blockchain? In this Meet the Expert with Sir John Hargrave and Evan Karnoupakis, learn best practices for building blockchain projects as you explore real-life case studies from leading blockchain organizations like Ethereum, Binance, Circle, and Cardano. Busy technology leaders, entrepreneurs, and students alike will discover how leading-edge organizations are building blockchain into their businesses—and how to use this knowledge to create your own blockchain success story. Recorded on March 23, 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 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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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.
    URL: lizenzpflichtig
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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.
    URL: lizenzpflichtig
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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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    Expert JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Overview How do you become an expert JavaScript developer? Let Sahil Khosla delve into the concepts that take you from intermediate to expert in about 6 hours. JavaScript has become one of the most popular programming languages ever. Developers of all levels are flocking towards JavaScript. And it is no longer restricted to web. Node.js has allowed developers to use JavaScript on the server side as well. Description Write Elegant JS ES6+ Code for the Web, Backend, and Lambdas Sahil Khosla gives students the chance to go beyond the basics and learn about the concepts that are hard to find in an average JavaScript book or video but are essential to mastering the language. In this LiveLessons video, Sahil covers several approaches to writing asynchronous JavaScript that can be leveraged to call APIs or long-running functions without freezing the A61. Learn how to write elegant JS code with ES6 syntax for use in web apps, node backend, or lambdas. Access the supplemental files for this LiveLesson at https://github.com/sahilkhosla/expert-js-snippets . About the Instructor Sahil Khosla is a software engineer with 10+ years of experience in developing user-facing apps and websites. He is currently part of the front-end team at OANDA and has previously worked at Expedia, where he was part of the group responsible for revamping the mobile web experience. A multipotentialite at heart, Sahil loves to learn and equally loves to share that knowledge with others. He specializes in breaking down complicated concepts and making them easy to understand, with analogies and diagrams. Skill Level Intermediate to Advanced What You Will Learn Get a deeper understanding of advanced concepts such as Promises, Async/Await, Apply/Call/Bind, and frequently used design patterns for writing performant, bug-free, and maintainable code. Gain clarity on vanilla JavaScript concepts so you can focus on learning modern web frameworks without getting lost. Understand how you can develop and publish your own open-source JavaScript libraries. Who Should Take This Course Front-end engineers Full-stack engineers Web developers Course Requirements Basic understanding of JavaScript and experience using it for developing web applications About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and ...
    Note: Online resource; Title from title screen (viewed April 2, 2021) , Mode of access: World Wide Web.
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    Evaluating Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 2 (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 4 Hours of Video Instruction vDescription Code-along sessions move you from introductory machine learning concepts to concrete code. Overview Machine learning is moving from futuristic AI projects to data analysis on your desk. You need to go beyond following along in discussions to coding machine learning tasks. These videos show you how to turn introductory machine learning concepts into concrete code using Python, scikit-learn, and friends. You learn about the fundamental metrics used to evaluate general learning systems and specific metrics used in classification and regression. You will learn techniques for getting the most informative learning performance measures out of your data. You will come away with a strong toolbox of numerical and graphical techniques to understand how your learning system will perform on novel data. About the Instructor Mark Fenner, PhD, has been teaching computing and mathematics to diverse adult audiences since 1999. His research projects have addressed design, implementation, and performance of machine learning and numerical algorithms, learning systems for security analysis of software repositories and intrusion detection, probabilistic models of protein function, and analysis and visualization of ecological and microscopy data. Mark continues to work across the data science spectrum from C, Fortran, and Python implementation to statistical analysis and visualization. He has delivered training and developed curriculum for Fortune 50 companies, boutique consultancies, and national-level research laboratories. Mark holds a Ph.D. in Computer Science and owns Fenner Training and Consulting, LLC. Skill Level Beginner to Intermediate Learn How To Recognize underfitting and overfitting with graphical plots. Make use of resampling techniques like cross-validation to get the most out of your data. Graphically evaluate the learning performance of learning systems Compare production learners with baseline models over various classification metrics Build and evaluate confusion matrices and ROC curves Apply classification metrics to multi-class learning problems Develop precision-recall and lift curves for cla...
    Note: Online resource; Title from title screen (viewed April 23, 2021) , Mode of access: World Wide Web.
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    Deploying Machine Learning Models with Flask for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077187
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create APIs for machine learning with Flask and deploy your application to the web About This Video Create your own API endpoint for your machine learning models Create a Flask application from scratch Deploy your model on the web In Detail Flask is a web application framework used to develop web applications. Getting started with Flask is easy, and its power lies in its ability to scale up to complex applications. In this course, you’ll learn the most effective ways to use Flask in order to create your own web application. You’ll begin with an introduction to Flask and quickly dive into defining and training your model. You’ll perform various actions on this model to train it and ensure that it is of the best quality for your application. You’ll also create and test API endpoints so you can predict the model’s behavior over time. By the end of this course, you’ll have the confidence to deploy this application to the web and learn how to fix any errors that may arise during this process.
    Note: Online resource; Title from title screen (viewed April 21, 2021) , Mode of access: World Wide Web.
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    Cisco CyberOps Associate CBROPS 200-201 (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9+ Hours of Video Instruction More than nine hours of video instruction that includes explanations and demonstrations to prepare you to take the Cisco CyberOps Associate CBROPS 200-201 certification exam. Overview Cisco CyberOps Associate CBROPS 200-201 Complete Video Course prepares learners to take the CBROPS 200-201 exam. The course starts with the basics of security, including the CIA Triad, various security deployments, threat intelligence, malware, and analysis tools. It then details the various types of attacks and vulnerabilities, and the fundamentals of cryptography and PKI. After a foundation of cybersecurity fundamentals is laid, the course explores security monitoring and data normalization, including the 5-tuple correlation, as well as DNS, web log, deterministic, and probabilistic analysis. It then introduces NetFlow as it specifically applies to cybersecurity and incident response, as well as its various analysis tools. You will learn how to identify the different intrusion event categories and understand the MITRE ATT&CK Framework. The course then gets into the details of digital forensics, including types of evidence and the chain of custody. There are lessons explaining host-based forensics of Windows, Linux, and Mac OSX, as well as a discussion of endpoint security technologies. The course then moves into network intrusion analysis and the various ways to determine whether your system has been attacked before finishing up with “Security Policies and Procedures,” and the fundamentals of incident response. Through detailed exploration, configuration demos, and troubleshooting implementations, this course methodically guides you through the key topics in the exam. Taught by best-selling authors Omar Santos and Ron Taylor, the Cisco CyberOps Associate CBROPS 200-201 Complete Video Course provides full coverage of the certification, so you have the knowledge you need to study for an pass the exam. Major topics include: Security Concepts Security Monitoring Host-based Analysis Network Intrusion Analysis Security Policies and Procedures About the Instructors Omar Santos is a principal engineer in the Cisco Product Security Incident Response Team (PSIRT) within Cisco’s Security Research and Operations. He mentors and leads engineers and incident managers during the investigation and resolution of security vulnerabilities in all Cisco products, including cloud services. Omar has been working with information technology a...
    Note: Online resource; Title from title screen (viewed March 16, 2021) , Mode of access: World Wide Web.
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    An Introduction to Ethical Hacking with Kali Linux (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075527
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Expose vulnerabilities of servers and applications and help developers create robust systems About This Video Learn the use of popular tools in ethical hacking Expose vulnerabilities in systems Identify and record security flaws and breaches In Detail Learn ethical hacking through Kali Linux, one of the leading computer security operating systems. In this course, you will learn how to gather information, detect vulnerabilities, and exploit them using tools in Kali Linux. This course will give you all of the tools that you need to be able to test your own servers and applications for vulnerabilities. Computer security is one of the fastest-growing fields in technology, and ethical hacking is one of the best skills to learn in the field. With a new attack being completed every 39 seconds, it is essential that security experts are equipped with the most powerful tools for the job. The tools in Kali Linux are commonly used by attackers and defenders to help secure their systems. Learning these tools will allow you to secure your system before the attackers get to it. You will learn how to exploit common vulnerabilities in Linux and Windows, as well as how to find common vulnerabilities in web apps such as command injections and SQL injections.
    Note: Online resource; Title from title screen (viewed March 26, 2021) , Mode of access: World Wide Web.
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    Online Resource
    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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    Online Resource
    Revenue for Techies : Red, Yellow, Green Money (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: How are you generating revenue in your business or career. This lesson talks about consulting, salary and MRR including investing. Topics include: * Consulting * Salary * Investments * Autonomy vs Dependency * MRR (Monthly Recurring Revenue)
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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    Get started with Distributed Tracing (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn all about distributed tracing in this 1 hour course. If you want to go beyond logging and monitoring, and trying to tell a story by connecting the dots, then distributed tracing is the way to go. Topics include: * Opentracing and the foundations of distributed tracing libraries like Jaeger * Micro-service strategies and other microservice implementations that make distributed-tracing a perfect use case * Implement distributed tracing instrumentation in a Github project using docker compose with multiple Docker containers * Leverage the knowledge to use hosted services like Datadog for querying and debugging traces
    Note: Online resource; Title from title screen (viewed April 15, 2021) , Mode of access: World Wide Web.
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  • 42
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    AutoML with Apple CreateML (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to build Machine Learning solutions without writing any code with CreateML from Apple. Topics include: * Computer Vision * Image Classification * OS X * Apple * Core ML
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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    Zero to One : Data Science to MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Zero to One: Data Science to MLOps in One Hour. Learn to frame a problem, then convert it into a data science project and present it to stakeholders. Later, move that prediction system to producting using MLOps Topics include: * Big Tech Misinformation and what can be done about it using Data Science. * Doing MLOps with sklearn and Flask by creating Microservices * Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries * Putting code into production using the Python MLOps Cookbook found here: https://github.com/noahgift/data-story-telling
    Note: Online resource; Title from title screen (viewed March 20, 2021) , Mode of access: World Wide Web.
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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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  • 45
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    Online Resource
    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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    Online Resource
    State Machines and Automata : Building a RegExp Machine (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801076944
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the underlying theory behind state machines, finite automata, and regular expressions About This Video Learn about RegExp history and regular grammars Learn about character and epsilon NFA fragments Learn about NFA acceptor and NFA table In Detail It’s not a secret that big tech companies, such as Google, Facebook, and others, organize their recruiting process around generalist engineers who understand basic fundamental systems, data structures, and algorithms. In fact, it’s a known issue in tech-recruiting; there are a lot of “programmers”, but not so many “engineers”. And what does define an engineer in this case? An ability to solve complex problems, with understanding (and experience) in those generic concepts. And there is a simple trick how you can gain great experience with transferable knowledge to other systems. You take some complex theoretical field, which might not (yet) be related to your main job, and implement it in a language you’re familiar with. And while you build it, you learn all the different data structures and algorithms that accommodate this system. It should specifically be something generic (for example, state machines) so that you can further transfer this knowledge to your “day-to-day” job. In this course, we take this approach. To study automata “theory”, we make it more practical: we take one of its widely used applications, the lexical analysis and pattern matching, and build a RegExp machine.
    Note: Online resource; Title from title screen (viewed April 28, 2021) , Mode of access: World Wide Web.
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    Data Science and Machine Learning with R from A-Z Course [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075282
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn machine learning and data analysis from scratch with R About This Video Learn data extraction and web scraping Learn to build custom data solutions Learn automating dynamic report generation In Detail The course covers practical issues in statistical computing that include programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organizing and commenting on R code. Blending practical work with solid theoretical training, we take you from the basics of R programming to mastery. We understand that theory is important to build a solid foundation, we also understand that theory alone isn’t going to get the job done so that’s why this course is packed with practical hands-on examples that you can follow step by step. Even if you already have some coding experience, or want to learn about the advanced features of the R programming language, this course is for you! R coding experience is either required or recommended in job postings for data scientists, machine learning engineers, big data engineers, IT specialists, database developers, and much more. Adding R coding language skills to your resume will help you in any one of these data specializations requiring mastery of statistical techniques. By the end of the course, you’ll be a professional data scientist with R and confidently apply for jobs and will feel good knowing that you have the skills and knowledge to back it up.
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    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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    AWS Python Computer Vision : From Zero (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use the AWS (Amazon Web Services) platfrom to perform Computer Vision with the Python Language. This video course takes you from zero and introduces you to using the AWS Rekognition Console, AWS Cloud Shell and AWS Cloud9 environment to build computer vision solutions. Topics include: * Using AWS Rekognition to do Celebrity Recognition, Text Detection, PPE Detection and Image Labeling * Setting up AWS Cloud Shell to use the AWS SDK * Doing S3 copies with the AWS command-line SDK * Setting up AWS Cloud9 for development * Configuring bashrc file for use with Python * Using IPython with the AWS Boto3 SDK * Using Python Click to create command-line tools with colorized output * Using Github Actions to test and lint a computer vision project
    Note: Online resource; Title from title screen (viewed May 9, 2021) , Mode of access: World Wide Web.
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    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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    MLOps for Edge AutoML with Google AutoML Vision (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use Google AutoML Vision to train models with out writing code. Topics include: * Google AutoML Vision with Corel.AI * Core ML * Tensorflow Lite * Edge Inference * MLOps for Edge Computer Vision
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    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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    Spark, Ray, and Python for Scalable Data Science (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7.5 Hours of Video Instruction Conceptual overviews and code-along sessions get you scaling up your data science projects using Spark, Ray, and Python. Overview Machine learning is moving from futuristic AI projects to data analysis on your desk. You need to go beyond following along in discussions to coding machine learning tasks. Spark, Ray, and Python for Scalable Data Science LiveLessons show you how to scale machine learning and artificial intelligence projects using Python, Spark, and Ray. About the Instructor Jonathan Dinu is the founder of Zipfian Academy—an advanced immersive training program for data scientists and data engineers in San Francisco—and served as its CAO/CTO before it was acquired by Galvanize, where he now is the VP of Academic Excellence. He first discovered his love of all things data while studying Computer Science and Physics at UC Berkeley, and in a former life he worked for Alpine Data Labs developing distributed machine learning algorithms for predictive analytics on Hadoop. Jonathan is a dedicated educator, author, and speaker with a passion for sharing the things he has learned in the most creative ways he can. He has run data science workshops at Strata and PyData (among others), built a Data Visualization course with Udacity, and served on the UC Berkeley Extension Data Science Advisory Board. Currently he is writing a book on practical Data Science applications using Python. When he is not working with students, you can find him blogging about data, visualization, and education at http://hopelessoptimism.com/. Skill Level Beginner to Intermediate Learn How To Integrate Python and distributed computing Scale data processing with Spark Conduct exploratory data analysis with PySpark Utilize parallel computing with Ray Scale machine learning and artificial intelligence applications with Ray Who Should Take This Course This course is a good fit for anyone who needs to improve their fundamental understanding of scalable data processing integrated with Python for use in machine learning or artificial intelligence applications. Course Requirements A basic understanding of programming in Python (variables, basic control flow, simple scripts). Familiarity with the vocabulary of data processing at scale, machine learning (dataset, training set, test set, model), and AI. Lesson Descriptions Lesson 1: Introduction to Distributed Computing in Python Lesson 1 starts with an introduction to the dat...
    Note: Online resource; Title from title screen (viewed June 2, 2021) , Mode of access: World Wide Web.
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    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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    Java Programming Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 8+ Hours of Video Instruction Overview Build a solid understanding of core features of the Java programming language. This course brings you the skills and knowledge needed to understand the essentials of the Java language. In this more than 8 hour video course, you will develop a depth of understanding significantly beyond what’s typical for programmers who learn a language on the job. The key knowledge learned in this course will help you increase your skills, ace an interview, and give you the core knowledge you need to truly understand Java. This course will also help you with the Java 11 certification exam. This course focuses on basic structures, packages, command-line operations, operators and expressions, language control structures, iteration structures, essentials of class and object creation, and garbage collection. About the Instructor Simon Roberts wrote his first program in 1978 and was a programmer writing in a variety of assembly and high-level languages for a dozen years before he joined Sun Microsystems in 1995 to 2004. While at Sun he created training courses on a diverse range of Java topics and developed the original Sun Certified Java Programmer and Developer exams. Since leaving Sun in 2004, he spends most of his time helping people improve their skills in Java, Scala, Python, and JavaScript, offering training in classroom, recorded video, and live web-based formats. You can follow Simon Roberts here: https://www.linkedin.com/in/simonhgroberts/ Skill Level: Beginner to Intermediate Learn How To: Structure a Java source file Declare and use packages Build and execute your code from the command-line Use operators and expressions Use conditional and loop structures Declare simple classes and instantiate objects Understand garbage collection Who Should Take This Course: Programmers and IT professionals wishing to transition to the Java Programming Language. Anyone wanting to learn the Java Programming Language in more detail, for example for an interview or examination, whether academic or professional. Course Requirements: A working knowledge of programming, not necessarily in the Java language About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: A...
    Note: Online resource; Title from title screen (viewed June 8, 2021) , Mode of access: World Wide Web.
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    Getting Started with O’Reilly (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Welcome to O’Reilly online learning—and on-demand access to a world of answers. Check out these quick videos to learn about the features and unique content you should explore first
    Note: Online resource; Title from title screen (viewed May 8, 2021) , Mode of access: World Wide Web.
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    Continuous Compliance, Encryption, and Security on AWS (The DevSecOps Series on AWS) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Overview Continuous Compliance, Encryption, and Security on AWS is a series of video courses that will help you use AWS services to define compliance and encryption as code, and to create an end-to-end continuous security solution. These services include AWS Config Rules, Amazon EventBridge Rules, AWS CloudFormation, AWS CodePipeline, AWS Lambda, AWS Key Management Service, AWS CodeCommit, AWS CodeBuild, AWS Step Functions, AWS Organizations, AWS Security Hub, Amazon GuardDuty, Amazon Inspector, AWS Secrets Manager, Amazon VPC, Amazon Macie, AWS Audit Manager, and many others. You will learn how to use a combination of these tools to prevent, detect, encrypt, and remediate noncompliant resources in your software systems. The videos in this series will also help you apply design principles for security and build continuous security solutions. Paul Duvall has multiple AWS certifications including AWS Certified Security - Specialty. He has architected, implemented, and managed software and systems solutions for more than 20 years. Throughout the series, you will have the opportunity to work along with Paul as he demonstrates how to automate the provisioning, encryption and security of these services, and how to include them as part of a deployment pipeline using AWS CloudFormation and AWS CodePipeline. Courses include Continuous Compliance on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Continuous Encryption on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Continuous Security on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Skill Level Intermediate to Advanced Learn How To Apply key compliance, encryption, and security concepts on AWS. Use AWS services and tools to automate compliance, encryption, and security into your software delivery process. Who Should Take This Course Software developers and security and compliance professionals who want to integrate compliance, encryption, and security into every facet of the software development and delivery process. Professionals with a working knowledge of AWS and programming experience who want to make compliance, encryption, and security ubiquitous across their systems. Course Requirements Working knowledge of AWS (for example, 1-2+ years working with AWS). Knowledge of AWS CloudFormation. Practical experience with high-level programming experience, such as Python, Java, Node.js, etc. is helpful. About the Author Paul Duvall was a founder and CTO of ...
    Note: Online resource; Title from title screen (viewed June 8, 2021) , Mode of access: World Wide Web.
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    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 Guide to ASP.NET Core MVC (.NET 5) (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074247
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basic and advanced concepts of ASP.NET Core MVC (.NET 5) by building two applications and developing them on Microsoft Azure and IIS About This Video Learn new and advanced topics in ASP.NET MVC Core Build a Razor app with CRUD operations using the Entity framework for integration with the database Deploy our project website on Microsoft Azure and IIS In Detail This is a beginner to an advanced-level course on .NET 5 that will take you from basics all the way to advanced mode. This course is for anyone who is new to ASP.NET Core or who is familiar with ASP.NET and wants to take the first stab at understanding what is different in ASP.NET Core. From there, we will build multiple projects to understand all the concepts in .NET 5 as we deploy our final application on Azure as well as IIS. Throughout this course, we will understand the evolution of ASP.NET Core, and then take a look at the modified files and folder structure. We will then take a look at new concepts in ASP.NET Core. We will build a small Razor application with CRUD operations using the Entity framework for integration with the database. We will build our Bulky Book website where we will learn advanced topics in ASP.NET MVC Core. Finally, we will deploy our Bulky Book website on Microsoft Azure and IIS. By the end of the course, you will be able to build your own application using ASP.NET Core MVC, Entity Framework Core, and ASP.NET Core Identity.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
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    The Complete Intermediate Android Masterclass (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077897
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn intermediate Android concepts such as content providers, services, broadcast receivers, room database, and WorkManager API About This Video Build a strong foundation in intermediate Android development Fully and deeply understand how activities and fragments work Build solid, robust Android applications using Android development best practices In Detail Android app development will open many doors for you since Android is the most popular operating system in the world. Many courses focus on the basics of Android development, which is great for the beginner; however, at some point in your journey, you’ll find yourself needing more intermediate to advanced Android topics. This is the course you’ve been looking for! The course is structured in such a way to improve your knowledge retention—by having a lot of hands-on projects. Each section in this course will give you an opportunity to practice and build something meaningful that will aid your understanding of intermediate Android development even further. There are quizzes, assignments, and challenges as well. If you are looking for a course that takes your pre-existing Android knowledge to the next level, then this is definitely the course for you. By the end of this course, you will be able to build a strong foundation in intermediate Android development and become an intermediate to advanced Android developer.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    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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    Scrum Fundamentals for Scrum Master and Agile Projects (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801818599
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basics of Scrum and the Scrum lifecycle, how to organize a Scrum team and set up a project, and how to implement a Scrum, from releases and sprints to enterprise transformation. About This Video Get into the shoes of the Scrum team and understand what their role is Cover topics of the three Scrum Artifacts: product backlog, sprint backlog, and increment Quickly get to grips with Scrum and Agile with a clear explanation of the concepts In Detail Scrum is a framework within which the product owner, scrum master, and development team members can address complex adaptive problems, while productively and creatively delivering products of the highest possible value. In this course, you will gain a good understanding of the basics of Scrum before progressing to more advanced topics. You will learn about Scrum Team, various Scrum Events and Artifacts, and how these come together in a successful project. You will learn the advantage and disadvantages of Scrum so you can use the right practices and tools for your project. The course also covers key Agile concepts such as Burndown charts, which are useful to predict when work will be done; Minimum Viable Product (MVP) and how to use this technique to introduce new products to the market; estimation techniques to complete priority work; as well as velocity techniques to plan sprints and track team performance. By the end of the course, you will be familiar with Scrum and Agile as a proven method of project management, and be able to apply the same to your projects. You will also be one step closer to pursuing professional scrum certifications such as Professional Scrum Master and Professional Scrum Product Owner™, as well as many other official Scrum certifications.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    PMP Certification Complete Video Course and Practice Test (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: PMP Certification Complete Video Course and Practice Test Introduction PMP Certification Complete Video Course and Practice Test: Introduction Lesson 1: Getting Prepared for the PMP® Exam Introduction of Lesson 1.1 Class Overview 1.2 Understanding Common Reasons for Failing the PMP® exam 1.3 Completing the PMP® Application 1.4 Choosing Where to Take the Exam 1.5 Learning the PMP® Exam Content 1.6 Types of Exam Questions 1.7 Taking the PMP® Exam - Tips and Pointers Lesson 2: Learning Foundational Concepts Learning Objectives 2.1 Defining a Project 2.2 Defining Project Management 2.3 Projects vs. Operations 2.4 Programs and Portfolios 2.5 Project Management Office (PMO) V2 2.6 Talent Triangle and the Three Domains 2.6 Talent Triangle and the Three Domains v2 2.7 Life Cycles 2.8 Development Life Cycles 2.9 Agile Life Cycle and Agile Manifesto 2.10 Project Constraints 2.11 Structures of Organizations 2.12 Enterprise Environmental Factors (EEFs) and Organizational Process Assets (OPAs) 2.13 Roles on a Project 2.14 Introduction to the PMBOK® Guide - Sixth Edition Lesson 3: Project Integration Management Learning Objectives 3.1 Introduction to Integration Management 3.2 The PMBOK® Guide Processes in Integration Management 3.3 ITTOs of Integration Management 3.4 ITTOs Create Project Management Plan 3.5 ITTOs Direct and Manage Project Work 3.6 ITTOs Manage Project Knowledge 3.7 ITTOs Monitor and Control Project Work 3.8 ITTOs Perform Integrated Change Control 3.9 ITTOs Close Project or Phase 3.10 Creating the Project Charter 3.11 The Business Case and Benefits Management Plan 3.12 Considerations for Creating the Project Charter 3.13 Agile Ceremonies 3.14 Creating the Project Management Plan 3.15 Executing the Project to Deliver Business Value 3.16 Work Performance Data, Information and Reports 3.17 Ensure Knowledge Transfer for Project Continuity 3.18 Monitoring and Controlling the Project 3.19 Types of Work Performance Reports 3.20 Change Management and Configuration Management 3.21 Following the Change Control Process 3.22 Closing the Project, Phase or Iteration Lesson 4: Project Scope Management Learning Objectives 4.1 Introduction to Scope Management ` 4.2 Product Scope vs. Project Scope 4.3 The PMBOK® Guide Processes in Scope Management 4.4 ITTOs of Scope Management 4.5 Scope Management Plan 4.6 Requirements Management Plan 4.7 Requirements Documentation and Requirements Traceability Matrix 4.8 Requirements Elicitation Techniques 4.9 Project Scope...
    Note: Online resource; Title from title screen (viewed June 22, 2021) , Mode of access: World Wide Web.
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    Learn Vue.js Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Nearly 4 Hours of Video Instruction Shaun Wassell covers what developers need to successfully create and manage front-end codebases using Vue.js, currently one of the most popular front-end JavaScript frameworks. Description Vue allows developers to create beautiful, performant, and easily maintainable websites incredibly quickly. It also has the added benefit of allowing developers to incorporate the code into their sites incrementally. For some time, Vue.js was almost hidden in obscurity by the overwhelming amount of attention given to React and Angular. But lately, the number of people talking about, writing about, and building great apps with Vue.js has exploded. Vue.js is an incredibly simple and approachable framework. It works well when simply adding interactivity to a page, and it is more than appropriate for “full-scale” apps. Learn Vue.js Essentials LiveLessons is a hands-on, comprehensive guide to learning and mastering the Vue library, including screen-casting, slides, and hands-on coding demonstrations. Download the code associated for this LiveLesson from https://github.com/shaunwa/vue-livelessons About the Instructor Shaun Wassell is a senior software developer who specializes in full-stack development and software architecture. He manages teams of developers, as well as teaches many hundreds of thousands more how to create enterprise-ready applications. Shaun’s online courses have more than 300,000 learners, largely because of his passion for development and his focus on helping people apply their programming skills in the real world. He is a life-long programmer and problem-solving addict whose goal is to help people solve meaningful problems by mastering the art of software development. Please don’t hesitate to get in touch with him about any opportunities or if you’d like to stay up-to-date on his other courses and live trainings. Skill Level Beginner to Intermediate What You Will Learn Code a full-scale Vue application Build and deploy this application so that it can be accessed from anywhere Learn to recognize good and bad patterns in Vue code Use composition to increase code reuse and fle...
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
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    Google Apps Script on the New IDE : Complete Course with 100+ Examples (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074360
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Do more with the G Suite applications with the power of scripting About This Video Loaded with 100+ Google Apps Script code examples Build add-ons to extend Google Docs, Sheets, Slides, and Forms Learn to publish web apps—either standalone or embedded in Google sites In Detail Google Apps Script is a rapid application development platform that makes it fast and easy to integrate business applications with Google Workspace. This is a complete hands-on course, loaded with 100s of Google Apps Script coding examples to do amazing things with Google G Suite and sample projects to create advanced functionality with Google apps and Google services. Boost workflow efficiency when working with Google Workspace by automating or streamlining tasks and connect to non-Google services within Google Workspace applications, allowing us to retrieve or upload data from those services into and from Google Workspace. Explore how to deploy your Apps Script project as an add-on extending Google Workspace. In this course, we will explore how to create and release functionalities within our G Suite apps. We’ll add custom menus, dialogs, and sidebars to Google Docs, Sheets, and Forms; publish web apps—either standalone or embedded in Google sites; create customized user interfaces that are directly integrated into Google Workspace applications. By the end of this course, you will become an expert in Google Apps Script.
    Note: Online resource; Title from title screen (viewed June 24, 2021) , Mode of access: World Wide Web.
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    Full-Stack React with Spring Boot (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 11 Hours of Video Instruction Build full-stack applications using React and Spring Boot. Overview: In recent years, React has emerged as a popular lightweight framework for implementing compelling web-based user interfaces. Using React you can easily integrate with back-end services via REST APIs, and Spring Boot is an excellent framework for implementing REST services. Spring Boot also provides an extremely efficient way to implement data-access logic to access a wide range of relational and NoSQL databases. This course explains how to dovetail React and Spring Boot to implement solid, performant, and extensible full-stack solutions. It is full of hands-on demos with in-depth explanations so you can see first-hand how to successfully build full-stack applications using React and Spring Boot. Taught by experienced trainer and author, Andy Olsen, this course is your complete guide to mastering React and Spring Boot systems to enable you to create enticing user interfaces with a solid and well-structured back end. Download the code files associated with this LiveLesson from https://www.informit.com/store/full-stack-react-with-spring-boot-livelessons-video-9780137508891 . About the Instructor Andy Olsen †is a freelance consultant, instructor, and developer with more than 30 years of experience in IT. Andy began his professional career as a C/C++ developer and morphed into Java, C#, and other languages as the years and decades passed by. Andy is actively involved in a wide range of technologies including full-stack development, cloud native applications, data science, and more. Andy is passionate about technology education and runs training courses around the world across diverse market sectors. You can find Andy here: https://www.linkedin.com/in/andy-olsen-481496/ http://olsensoft.com/ Topics include Creating and running Spring Boot web applications Defining and managing components Accessing relational and NoSQL databases Implementing and consuming REST services Creating a React front end Consuming a REST API from React Implementing a compelling UI in React Skill Level: Intermediate Learn How To Create a ...
    Note: Online resource; Title from title screen (viewed July 8, 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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    Data Structures, Algorithms, and Machine Learning Optimization (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Jon Krohn is Chief Data Scientist at the machine learning company untapt. He presents a popular series of deep learning tutorials published by Addison-Wesley and is the author of the bestselling book Deep Learning Illustrated . Jon teaches his deep learning curriculum in-classroom at the New York City Data Science Academy, as well as guest lecturing at Columbia University and New York University. He holds a doctorate in neuroscience from Oxford University and has been publishing on machine learning in leading journals since 2010.
    Note: Online resource; Title from title screen (viewed June 14, 2021) , Mode of access: World Wide Web.
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    AWS Sagemaker Autopilot from Zero (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to AWS Sagemaker Autopilot from zero and deploy a model to production.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    Software Architecture Superstream Series : Soft Skills Are the Hardest Part (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: Developers and architects like to solve technical problems, not people problems. However, as Gerald Weinberg was famous for saying, “No matter what they tell you, it’s always a people problem.” Exceptional interpersonal skills—teamwork, facilitation, and leadership among them—are at least half of what it takes to become an effective software architect (regardless of the actual role or title an architect may have). But attaining the skills that will ensure you can communicate clearly and get stakeholder buy-in can be a difficult proposition. Join us for this Superstream event to learn more about these essential skills, understand why they’re so critical, and see how you can start putting them into practice. What you’ll learn and how you can apply it Explore techniques to analyze and select the right architecture patterns Discover ways to diagram and document an architectural solution Learn better communication skills to champion architecture decisions to developers and stakeholders This course is for you because… You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You want to learn more about how to succeed as a software architect by developing your leadership and negotiation skills. Recommended follow-up: Read The Software Architect Elevator (book) Read Dynamic Reteaming , second edition (book) Read Microservices Patterns (book) Take Mastering Technical Presentations by Example (live online training course with Neal Ford) 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 July 14, 2021) , Mode of access: World Wide Web.
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    Planning and Control with Oracle Primavera P6 PPM Professional (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811217
    Language: English
    Pages: 1 online resource (1 video file, approximately 17 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: This course covers Primavera P6 Version 8 to Version 20 and explains the differences between the versions About This Video Workshop at the end of every section to reinforce learning Learn project planning and control using Oracle Primavera P6 PPM Professional tool from scratch Advanced features including import/export, activity codes, custom data fields, and global change In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, and collaboration and control capabilities, and integrates with other enterprise software such as Oracle and SAP’s ERP systems. This course aims to teach students how to use Primavera Project Manager P6 PPM Professional to plan and control their projects efficiently. You will start with getting introduced to the user interface and how to plan projects without resources in Oracle Primavera Project Manager P6 PPM Professional. Then, you will understand filters, layouts, and printing. You will also learn about baselines and updating an unresourced project. You will be creating and assigning roles and resources and controlling projects with resources and costs. Post that, you will be setting up and administering a database. Finally, you will look at the advanced features including import/export, activity codes, custom data fields, and global change. By the end of the course, you will successfully learn how to use Primavera Project Manager P6 PPM Professional Client to plan and control your project efficiently.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    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.
    URL: lizenzpflichtig
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    Kafka Streams with Spring Cloud Stream (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811422
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master real-time stream processing microservices with Kafka Streams and Spring cloud streams. About This Video Explore Kafka Streams with JSON, AVRO, and other custom serialization Learn Kafka architecture and programming with Kafka Streams API Understand how to build applications using Spring Boot with streaming data In Detail Kafka Streams with Spring Cloud Streams will help you understand stream processing in general and apply it to Kafka Streams Programming using Spring Boot. This course uses the Kafka Streams library compatible with Spring Cloud 2020. All the source code and examples used in this course have been tested by the author on Confluent Platform 6.0.0, which is compatible with Apache Kafka 2.6 open-source distribution. This is a fully example-driven course, and you will be working with multiple examples during the entire session. We will be making extensive use of IntelliJ IDEA as the preferred development IDE and Apache Maven and Gradle as the preferred build tool. However, based on your prior experience, you should be able to work with any other IDE designed for Spring application development and any other build tool designed for Java applications. This course also makes use of Log4J2 to teach you industry-standard log implementation in your application. We will be using JUnit5, which is the latest version of JUnit, to implement unit test cases. Working examples and exercises are the most critical tool to sharpen your skills. This course consists of some programming assignments as and when appropriate. These exercises will help you validate and check your concepts and apply your learning to solve programming problems.
    Note: Online resource; Title from title screen (viewed July 26, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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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.
    URL: lizenzpflichtig
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    Online Resource
    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.
    URL: lizenzpflichtig
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    Color Lookup for Photoshop and Adobe Media Encoder : Setting the Mood with Color (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484273531
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create your own collection of Lookup Tables (LUTs) for Photoshop and video rather than buying from a third party. This video will explain what a Look or Lumetri LUT is, how to create these tables from adjustment layers and apply them successfully as a new single adjustment layer in Photoshop, or reuse them in Adobe Media Encoder for short video clips. The tutorial starts with an overview of LUTs, its history, usage, kinds, color modes, file formats and what Adobe programs use or can create LUTs. You will also find out why you should create your own LUTs. Next, you will learn about best practices when creating a LUT and how to group the adjustment layers correctly as well as look at how you can apply your LUT as a color lookup adjustment layer in Photoshop and further modifications and settings you can apply to that adjustment layer. Finally, you will learn to apply your LUT file to a video clip or stitched clips in Media Encoder. You will also find some advice on where to store your LUT files to maintain the same linkage. What You Will Learn Learn to create your own LUTs How these same files can be reused for video Learn how LUTs can be reused from Photoshop Projects Who This Book is For Graphic artists who may have only beginner experience in how to create LUTs and how to use them in videos.
    Note: Online resource; Title from title screen (viewed August 6, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Bad Programming 101 - Part 2 : Become a Better Coder by Learning How (Not) to Program (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271537
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 2 of the series – focuses on coding practices at the ‘modular scale’, i.e. at the level of organisational building blocks such as subroutines and classes. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional experience.
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
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    Automating Jenkins with Python (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: Apply DevOps principles to Jenkins by automating tasks using the Jenkins API with Python. Create a powerful command-line tool with the Click framework to harness the API and trigger remote jobs with a simple invocation. Using code (and Python in this case) to automate frequent tasks is an import DevOps principle that you should apply whenever possible. Some of the concepts in this video are covered in the Python For DevOps book. Learn how to identify core concepts when trying to automate something like Jenkins, like identifying the API access, authorization, and the possibility of finding a helper library to make things easier. your Machine Learning model by following core best-practices of MLOps. Topics include: * Setup a main Jenkins instance with Docker, using the official Jenkins LTS image. * Create a user with an API token, so that it is authorized to operate Jenkins. * Use a Jupyter notebook to try out the API using Python and figure out concepts that can be applied later * Create a command-line tool using the Click framework to quickly trigger Jenkins jobs. Useful links: * Jenkins LTS Docker image documentation * Official Jenkins LTS Docker image * Python-Jenkins library documentation * Python-Jenkins Library * Python for DevOps Book
    Note: Online resource; Title from title screen (viewed August 2, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MLOPs Foundations : Chapter 2 Walkthrough of 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., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the foundations of MLOPs Topics include: * Linux and Bash * AWS Cloud9 and AWS Cloud Shell and other Cloud Topics * The intuition behind MLOps techniques: optimization, gradient descent and data science.
    Note: Online resource; Title from title screen (viewed August 7, 2021) , Mode of access: World Wide Web.
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    Online Resource
    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.
    URL: lizenzpflichtig
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    Software Security Testing (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803244358
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master the industry standards and enable yourself to carry out professional assessments to secure technologies, as well as communicate risks to high-level executives, management, and technical staff About This Video Build up your own personal security testing lab environment, identify and exploit vulnerabilities Gain the foundational knowledge and skills to carry out multiple types of security assessments Use labs to enhance your learnings In Detail Does finding security bugs, hacking software, and breaking into applications and databases sound exciting? Do you need to secure technologies and build resilient software? If yes, then the software security testing path is for you. This course teaches you the necessary security testing skills to conduct professional security assessments in various approaches. As you progress through the course, you will learn the core tenets of software security, build up your own personal security testing lab environment, identify and exploit vulnerabilities, break contemporary security systems, utilize world-famous tools and approaches, and confidently communicate findings to all stakeholders. Upon completion, you will have the foundational knowledge and skills to carry out multiple types of security assessments including penetration testing, security auditing, and code analysis in order to help build secure and resilient software throughout the SLDC. By the end of the course, you will be able to master industry standards and carry out professional assessments to secure technologies, as well as communicate risks to high-level executives, management, and technical staff. Who this book is for This course is designed for penetration testers, software developers, cyber security enthusiasts, and anyone who wants to grow their software security testing skills.
    Note: Online resource; Title from title screen (viewed August 31, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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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 : Wes McKinney on Scalable Python You Can Afford (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 this edition of Meet the Expert with Apache Arrow cocreator Wes McKinney to learn considerations and best practices for distributed Python at scale—in a cost-effective way. You’ll explore some of the computational systems challenges that go hand in hand with doing scalable distributed computing in Python and discover how working to improve data processing performance and efficiency in data science tools led Wes to help build the Apache Arrow project. What you’ll learn and how you can apply it Understand common challenges in distributed computing Explore tools and practices for improving data processing performance and efficiency Discover cost-effective considerations for data processing at scale 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 overcome challenges that arise when working with large amounts of data. You want to discover new open source technologies and learn how to integrate them. Recommended follow-up: Read Python for Data Analysis , third edition (book)
    Note: Online resource; Title from title screen (viewed August 5, 2021) , Mode of access: World Wide Web.
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    CompTIA Security+ Certification SY0-601 : The Total Course (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803231853
    Language: English
    Pages: 1 online resource (1 video file, approximately 17 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Your guide to prepare and clear the CompTIA Security+ Certification SY0-601 exam. About This Video Understand the various risk management concepts Learn the various cryptographic methods used to protect the critical keys in cryptography Understand the Diffie-Hellman key exchange agreement and methods In Detail Excel the CompTIA Security+ Certification SY0-601 exam by taking this course, which deep dives into the various concepts of risk management and various kinds of risk involved, and the various security standards such as PCI DSS and the Cloud Controls Matrix (CCM) define what types of security controls to put in place to mitigate risk both on-premises and in the cloud. Learn about data protection and the various cryptographic methods used to protect the critical keys in cryptography that keep communication secure. The course also reviews different types of certificates including web, email, code-signing, machine/computer, and user. Explore the 3 As—authentication, authorization, and accounting/auditing, which play a big role in IT security. Tracking activity through auditing provides accountability for access to resources such as files on a file server or database rows. Learn about securing dedicated systems using IoT. IoT devices are function-specific and can communicate over the Internet. Examples include environmental control devices, medical devices, and video surveillance systems. This episode also covers the Zigbee smart home automation protocol. Wrap up the course by understanding data backup; backing up data provides availability in the event of data deletion, corruption, or encryption through ransomware. This episode discusses backup settings such as compression and encryption, as well as full, differential, and incremental backup types.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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    Apache Spark 3 for Data Engineering and Analytics with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803244303
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master Python and PySpark 3.0.1 for Data Engineering / Analytics (Databricks) About This Video Apply PySpark and SQL concepts to analyze data Understand the Databricks interface and use Spark on Databricks Learn Spark transformations and actions using the RDD (Resilient Distributed Datasets) API In Detail Apache Spark 3 is an open-source distributed engine for querying and processing data. This course will provide you with a detailed understanding of PySpark and its stack. This course is carefully developed and designed to guide you through the process of data analytics using Python Spark. The author uses an interactive approach in explaining keys concepts of PySpark such as the Spark architecture, Spark execution, transformations and actions using the structured API, and much more. You will be able to leverage the power of Python, Java, and SQL and put it to use in the Spark ecosystem. You will start by getting a firm understanding of the Apache Spark architecture and how to set up a Python environment for Spark. Followed by the techniques for collecting, cleaning, and visualizing data by creating dashboards in Databricks. You will learn how to use SQL to interact with DataFrames. The author provides an in-depth review of RDDs and contrasts them with DataFrames. There are multiple problem challenges provided at intervals in the course so that you get a firm grasp of the concepts taught in the course. Who this book is for This course is designed for Python developers who wish to learn how to use the language for data engineering and analytics with PySpark. Any aspiring data engineering and analytics professionals. Data scientists/analysts who wish to learn an analytical processing strategy that can be deployed over a big data cluster. Data managers who want to gain a deeper understanding of managing data over a cluster.
    Note: Online resource; Title from title screen (viewed August 30, 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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    Six Key Elements of MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn about six key elements of MLOPs based on the best-selling book Practical MLOps Topics include: * Source Code Management * Continuous Integration and Continuous Delivery * Development Environment * Deploy Environment * Microservices including Flask and FastAPI * Business Logic
    Note: Online resource; Title from title screen (viewed September 2, 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.
    URL: lizenzpflichtig
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    Online Resource
    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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  • 90
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    Online Resource
    Python GPU Programming in 5 Minutes (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to do GPU programming in Python in Five Minutes
    Note: Online resource; Title from title screen (viewed January 12, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 91
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    AWS Solutions Architect Certification In ONE HOUR (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Solutions Architect Certification In ONE HOUR!
    Note: Online resource; Title from title screen (viewed January 14, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 92
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    Selenium Python Automation Testing from Scratch and Frameworks (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800567733
    Language: English
    Pages: 1 online resource (1 video file, approximately 16 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn Python programming and Selenium Python automation from basic to advanced level About This Video Get complete knowledge on Python Automation using Selenium WebDriver Implement Python test automation frameworks from scratch with all the latest technologies Work on live websites to understand the Selenium Python Application Programming Interface (API) methods In Detail Python is a popular choice for implementing Artificial Intelligence and web security in any application. This made the Quality Assurance (QA) industry to shift its focus to Python for implementing test automation to support AI projects. This course will help you to perform testing with Python automation using Selenium WebDriver. The course begins with the installation process of Python and Selenium. Next, you will cover the basics of Python and move on to grasp the important topics that will help you to write flawless programs in Python. Moving ahead, you will run tests in different browsers with the help of the Selenium Python package. Next, you will run a unit test in Pytest testing framework and develop an end-to-end Selenium Python framework from scratch. Then, you will integrate the Selenium Python framework into the Jenkins Continuous Integration (CI) tool and read and write data from Excel to Selenium Python framework. Towards the end, you will get an overview of the version control system in Git, and tips for passing your job interview. By the end of this course, you will be able to use Python and Selenium for performing automation testing of applications.
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
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  • 93
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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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  • 94
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    Online Resource
    Building Linux Servers : DHCP, DNS, and Directory Services (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Building Linux Servers: DHCP, DNS, and Directory Services LiveLessons
    Note: Online resource; Title from title screen (viewed February 11, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 95
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    Meet the Expert : Jennifer Yang on Applying Machine Learning Techniques for Data Quality Management (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Traditional rule-based data quality management methodology is costly and hard to scale in the big data environment. It requires subject matter experts within business, data and technology domains. Machine learning techniques for data quality management enable cost-effective and scalable ways to manage data quality for a large amount of data. This presentation will discuss a use case that demonstrates how machine learning techniques can be used in data quality management on a big data platform in the financial industry. Join us for this edition of Meet the Expert with Jennifer Yang to learn how machine learning techniques can be used in the data quality management processes in the financial industry. Jennifer will describe: Results of applying various machine learning techniques in the four most commonly defined data validation categories will be presented. Approaches to operationalize the machine learning data quality management solution. Lessons learned will be discussed to help the audience take on their own data quality management journey using machine learning techniques. O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed January 20, 2021) , Mode of access: World Wide Web.
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  • 96
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    CCNP Enterprise Advanced Routing ENARSI 300-410 (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 hr., 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: 20+ Hours of Video Instruction Overview CCNP Enterprise Advanced Routing ENARSI 300-410 Complete Video Course is a comprehensive training course that brings Cisco ENARSI exam topics to life, making learning these foundational networking topics easy and fun. Expert network engineers Brad Edgeworth and Brad Riapolov walk you through the full range of topics on the Cisco ENARSI exam, including Layer 3 routing, VPN technologies, infrastructure security, and infrastructure services. This unique product gives you the knowledge and skills you need to deploy and troubleshoot advanced routing technologies and services. It combines video instruction with live CLI configuration and troubleshooting demonstrations and provides you with hands-on lab activities. Practicing the lessons that you have learned with hands-on labs helps reinforce the concepts that are being taught. This course includes instructor-developed Cisco Modeling Labs (CML) topology files that correlate with the lab exercises that they demonstrate. This enables you to load the topology files into your CML instance and follow along with the instructor to ensure that you understand the concepts being taught. Note: To download the CML files, go to www.pearsonitcertification.com/title/9780136582892 and click the Downloads tab. The videos and exercises contained in this product provide more than 20 hours of instruction. Modules are divided into easy-to-digest lessons and sublessons. Designed to take you inside advanced routing concepts in a unique and interactive way, CCNP Enterprise Advanced Routing ENARSI 300-410 Complete Video Course is guaranteed to help you master the foundational networking topics that will help you succeed on the exam and on the job. About the Instructors Brad Edgeworth , CCIE No.31574 (R&S and SP), is a systems architect at Cisco Systems. Brad is a distinguished speaker at Cisco Live, where he has presented on various topics. Before joining Cisco, Brad worked as a network architect and consultant for various Fortune 500 companies. Brad’s expertise is based on enterprise and service provider environments, with an emphasis on architectural and operational simplicity. Brad holds a bachelor of arts degree in computer systems management from St. Edward’s University in Austin, Texas. Brad can be found on Twitter as BradEdgeworth. Brad Riapolov , CCIE No. 18921 (R&S), is a technical solutions architect at Cisco Systems. Before joining Cisco in 2008, Brad designe...
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
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    Python Devops in TWO HOURS! (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Python Devops in TWO HOURS!
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    The Simplest Guide™ to SAS Programming | Base SAS | Advanced SAS (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077293
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A comprehensive, simple, and visual guide to data analysis using SAS programming, this course is simplified into 4 main areas: data preparation, data structuring, data visualization, and optimizing code using powerful SAS macros. About This Video A guide to the two SAS certification exams: SAS Base and SAS Advanced This course uses the SAS University Edition that is free to download and install on a PC or Mac Quiz and practice tests after each section are included In Detail This course is for absolute beginners as well as advanced users who wish to learn SAS programming. Delivered in a highly visual style, these immersive lectures will equip you with the cutting-edge tool used in many industries, primarily in pharma, finance, and insurance areas. Simplified into just 4 main areas, this course is an accelerated path to learning SAS programming. Data preparation will teach you how to import data from multiple sources, create new variables, write SAS functions, and understand what goes on behind the scenes in SAS datasets. Data structuring will make you leap into transforming data to a new level by merging and joining multiple datasets together, or turning them upside-down (sorting) and sideways (transposing). Data visualization will propel you further into the world of analytics and obtain insightful inferences from what is inside your data. The fourth and final section, Optimizing code, will take you into the world of macro programming that teaches you how to write your code professionally and elegantly. At the end of the course, you will try out most concepts discussed in this course through a coding exercise that will take you through the 4 sections in preparation for your own SAS certification.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 99
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    AWS Machine Learning Certification In ONE HOUR (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Machine Learning Certification In ONE HOUR!
    Note: Online resource; Title from title screen (viewed January 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 100
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    Web Application Hacking with Burp Suite (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079419
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn essential techniques with Burp Suite to detect vulnerabilities that cause web applications to be compromised About This Video Learn how to find and exploit common vulnerabilities with Burp Learn how Burp Suite can help automate attacks Learn using hands-on examples In Detail Burp Suite contains an array of penetration testing and vulnerability finder tools. It is mainly used to identify the vulnerabilities of web applications. In this course, you will learn essential techniques with Burp Suite to detect vulnerabilities that cause web applications to be compromised. The course starts off with demonstrating how to set up your project in Burp Suite. It also introduces the different modules included in the Burp Suite. You’ll learn to identify information disclosure vulnerability and expose sites leaking sensitive information. You’ll also learn about insecure decentralization vulnerability and how this can be exposed. Web applications use WebSocket to communicate with the user. Testing web sockets for vulnerabilities is also covered in this course. You’ll also learn how to simulate the directory traversal attack and read files that are running. Finally, you will learn about some other attacks such as the external entity injection (XXE), cross-site scripting (XSS), and SQL injections. With this, you will have all the skills in your arsenal to test web applications.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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