Название: The DevOps Handbook: How to Create World-Class Agility, Reliability, & Security in Technology Organizations, Second Edition
Автор: Gene Kim
Издательство: IT Revolution Press
Год: 2021
Формат: epub
Страниц: 480
Размер: 11.5 Mb
Язык: English

For years, The DevOps Handbook has been the definitive guide for taking the successes laid out in the bestselling The Phoenix Project and applying them in any organization. Now, with this fully updated and expanded edition, it's time to take DevOps out of the IT department and apply it across the full business.
Technology is now at the core of every company, no matter the business model or product. The theories and practices laid out in The DevOps Handbook are tools to be used by anyone from across the organization to create joy and succeed in the marketplace.

Название: Machine Learning for High-Risk Applications (3d Early Release)
Автор: Patrick Hall
Издательство: O’Reilly Media
Год: 2021-12-08
Формат: epub/pdf(conv.)
Размер: 12.7 Mb
Язык: English

The past decade has witnessed a wide adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight into their widespread implementation has resulted in harmful outcomes that could have been avoided with proper oversight. Before we can realize AI/ML's true benefit, practitioners must understand how to mitigate its risks.

Название: MATLAB Report Generator User’s Guide (R2021b)
Автор: The MathWorks
Издательство: The MathWorks
Год: 2021
Страниц: 2114
Язык: английский
Формат: pdf (true)
Размер: 11.6 MB

MATLAB® Report Generator™ provides functions and APIs that integrate reporting capabilities into MATLAB applications. You can develop programs that generate reports in PDF, Microsoft® Word, Microsoft PowerPoint®, and HTML. MATLAB Report Generator enables you to dynamically capture results and figures from your MATLAB code and document those results in a single report that can be shared with others in your organization. You can use the prebuilt, customizable Word and HTML templates or design reports based on your organization’s templates and standards.

Название: Machine Learning Techniques and Analytics for Cloud Security (Advances in Learning Analytics for Intelligent Cloud-IoT Systems)
Автор: Rajdeep Chakraborty (Editor), Anupam Ghosh (Editor), Jyotsna Kumar Mandal (Editor)
Издательство: Scrivener Publishing LLC
Год: 2022
Формат: true pdf/epub
Страниц: 470
Размер: 23.4 Mb
Язык: English

This book covers new methods, surveys, case studies, and policy with almost all machine learning techniques and analytics for cloud security solutions

Название: Cloud Native DevOps with Kubernetes, 2nd Edition (Third Early Release)
Автор: John Arundel and Justin Domingus
Издательство: O’Reilly Media
Год: 2021-12-08
Формат: epub/mobi/pdf(conv.)
Размер: 10.3 Mb
Язык: English

Kubernetes has become the operating system of today's cloud native world, providing a reliable and scalable platform for running containerized workloads. In this friendly, pragmatic book, cloud experts Justin Domingus and John Arundel show your development and operations staff what Kubernetes can do--and what you can do with it.

Название: Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice
Автор: Vineet Raina and Srinath Krishnamurthy
Издательство: Apress
Год: 2022
Формат: true pdf/epub
Страниц: 376
Размер: 14.8 Mb
Язык: English

Gain a deep understanding of data science and the thought process needed to solve problems in that field using the required techniques, technologies and skills that go into forming an interdisciplinary team. This book will enable you to set up an effective team of engineers, data scientists, analysts, and other stakeholders that can collaborate effectively on crucial aspects such as problem formulation, execution of experiments, and model performance evaluation.

Название: Introducing Microsoft Quantum Computing for Developers: Using the Quantum Development Kit and Q#
Автор: Johnny Hooyberghs
Издательство: Apress
Год: 2022
Формат: true pdf/epub
Страниц: 403
Размер: 40.6 Mb
Язык: English

Dive in with this hands-on introduction to quantum computing with the Microsoft Quantum Development Kit and Q# for software developers.
You may have heard about quantum computing, but what does it mean to you as a software developer? With many new developments, a resurgence in interest, and investment by some of the largest tech companies in the world to be the first to market with quantum programming (QP) hardware and platforms, it is no longer a tool in the distant future. Developers are at the forefront, now able to create applications that take advantage of QP through simulations. While the skill is of interest, for many developers, quantum computing and its implications still remains a mystery.

Название: Machine Learning with PySpark: With Natural Language Processing and Recommender Systems 2nd Edition
Автор: Pramod Singh
Издательство: Apress
Год: 2022
Страниц: 230
Язык: английский
Формат: pdf (true), epub
Размер: 19.1 MB

Master the new features in PySpark 3.1 to develop data-driven, intelligent applications. This updated edition covers topics ranging from building scalable Machine Learning models, to natural language processing, to recommender systems. Machine Learning with PySpark, Second Edition begins with the fundamentals of Apache Spark, including the latest updates to the framework. Next, you will learn the full spectrum of traditional Machine Learning algorithm implementations, along with natural language processing and recommender systems. You’ll gain familiarity with the critical process of selecting Machine Learning algorithms, data ingestion, and data processing to solve business problems. You’ll see a demonstration of how to build supervised Machine Learning models such as linear regression, logistic regression, decision trees, and random forests.

Название: Full Stack Testing: A Practical Guide for Delivering High Quality Software (Fourth Early Release)
Автор: Gayathri Mohan
Издательство: O’Reilly Media, Inc.
Год: 2021-12-08
Страниц: 359
Язык: английский
Формат: epub
Размер: 17.7 MB

Testing is a critical discipline for any organization looking to deliver high-quality software. This practical book provides software developers and QA engineers with a comprehensive one-stop guide to testing skills in 10 different categories. You'll learn appropriate strategies, concepts, and practical implementation knowledge you can apply from both a development and testing perspective for web and mobile applications. Author Gayathri Mohan offers examples of more than 40 tools you can use immediately. You'll acquire the skills to conduct exploratory testing, test automation, cross-functional testing, data testing, mobile testing, and visual testing, as well as tests for performance, security, and accessibility.

Название: Efficient Deep Learning: Training and Deploying Models that are Smaller, Faster, and Better (Early Release)
Автор: Gaurav Menghani
Издательство: O’Reilly Media, Inc.
Год: 2021-12-08
Язык: английский
Формат: pdf, epub
Размер: 14.9 MB

Make Deep Learning models more efficient by using fewer resources to deliver better quality. With this book, you'll examine algorithms and techniques used by researchers and engineers at Google, Facebook, and other AI labs to train and deploy models on devices ranging from server-side machines to tiny microcontrollers. Gaurav Menghani, staff software engineer at Google Research, examines the fundamentals and practical techniques that can help you optimize your model training and deployment workflows. Your models will perform as well as or better than before using a fraction of resources.