Название: What Is Federated Learning?
Автор: Emily Glanz, Nova Fallen
Издательство: O’Reilly Media, Inc.
Год: 2021-10-14
Язык: английский
Формат: epub
Размер: 10.2 MB

The use of Artificial Intelligence (AI) and Machine Learning (ML) technologies is growing rapidly. AI and ML are empowering many application domains, such as natural language processing (NLP), image classification, and recommendation systems. You’ve probably seen this yourself: smartphone keyboard autocorrect features, face unlock capabilities, and movie recommendation algorithms are all powered by Machine Learning. One of the key reasons for the success of ML technologies today is the accessibility and availability of massive amounts of data. The key idea behind Federated Learning (FL) is that it is possible to bring model training to the location where the data was generated and lives, removing the requirement for centralized data collection. Federated Learning is a type of Machine Learning in which a set of clients collaboratively train a model on local data under the orchestration of a central server, without sharing raw data with each other or the server.

Название: Command-Line Rust: A Project-Based Primer for Writing Rust CLIs (Second Early Release)
Автор: Ken Youens-Clark
Издательство: O’Reilly Media, Inc.
Год: 2021-08-23
Страниц: 350
Язык: английский
Формат: epub
Размер: 10.1 MB

Rust is reputed to have a fairly steep learning curve, but I’m convinced you can learn it much more quickly by writing many small programs you already know. This book is about two things: systems programming and Rust. Writing Rust versions of basic systems tools like head and cal will reveal patterns that you’ll be able to use when you write your own programs—patterns like validating parameters, reading and writing file handles, parsing text, and using regular expressions. Rust is a programming language created by Graydon Hoare while working at Mozilla Research. He first started working on it around 2006 as a personal project, and by 2010 Mozilla had sponsored and announced the project. While the language is relatively new, it has quickly earned a passionate following of programmers who claim to even love using it.

Название: Kotlin In-Depth [Vol-I]: A Comprehensive Guide to Modern Multi-Paradigm Language
Автор: Aleksei Sedunov
Издательство: BPB Publications
Год: 2020
Страниц: 612
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Master the concise and expressive power of a pragmatic, multi-paradigm language for JVM, Android and beyond. The purpose of this book is to guide a reader through the capabilities of Kotlin language and give examples of how to use it for the development of various applications, be it desktop, mobile or Web. Although our primary focus is on JVM and Android, the knowledge we’re sharing here, to various extents, applies to other Kotlin-supported platforms such as jаvascript, native and even multi-platform applications. The book starts with an introduction to the language and its ecosystem, which will give you an understanding of the key ideas behind the Kotlin design, introduce you to the Kotlin tooling and present you the basic language syntax and constructs.

Название: Advanced Git (2nd Edition)
Автор: Jawwad Ahmad, Chris Belanger
Издательство: Razeware LLC
Год: 2021
Страниц: 226
Язык: английский
Формат: pdf (true), epub
Размер: 15.9 MB

Chances are if you’re involved with software development you’ve heard of and have used Git at some point in your life. Version control systems are critical for any successful collaborative software project. Git is both simple to start using and accommodating for the most complex tasks with version control. Even seasoned Git users hit roadblocks on how to handle common situations. Advanced Git is here to help! This book is the easiest and fastest way to get hands-on experience with using Git for version control of your projects.

Название: jаvascript A Beginner's Guide, 5th Edition
Автор: John Pollock
Издательство: McGraw-Hill Education
Год: 2020
Страниц: 561
Язык: английский
Формат: pdf (true), epub
Размер: 19.5 MB, 51.2 MB

Get up and running on the latest jаvascript standard using this fully updated beginner’s guide.
This hands-on, fast-paced guide shows, from start to finish, how to create dynamic Web pages complete with special effects using jаvascript. This edition contains updates for all major new features and the latest Web development techniques and practices. You will discover how to extend jаvascript’s capabilities to the server side using Node.js.

Название: Research and Evidence in Software Engineering: From Empirical Studies to Open Source Artifacts
Автор: Varun Gupta, Chetna Gupta
Издательство: Auerbach Publications/CRC Press
Год: 2021
Страниц: 339
Язык: английский
Формат: pdf (true)
Размер: 22.5 MB

Research and Evidence in Software Engineering: From Empirical Studies to Open Source Artifacts introduces advanced software engineering to software engineers, scientists, postdoctoral researchers, academicians, software consultants, management executives, doctoral students, and advanced level postgraduate computer science students. This book contains research articles addressing numerous software engineering research challenges associated with various software development-related activities, including programming, testing, measurements...

Название: The Hardware Hacking Handbook
Автор: Jasper van Woudenberg and Colin O’Flynn
Издательство: No Starch Press
Год: 2021
Формат: ePUB
Страниц: 300
Размер: 45 Mb
Язык: English

Embedded devices are chip-size microcomputers small enough to be included in the structure of the object they control, and they’re everywhere—in phones, cars, credit cards, laptops, medical equipment, even critical infrastructure. This means understanding their security is critical. The Hardware Hacking Handbook takes you deep inside different types of embedded systems, revealing the designs, components, security limits, and reverse-engineering challenges you need to know for executing effective hardware attacks.

Название: A Quick Reference to Data Structures and Computer Algorithms
Автор: Raji Ramakrishnan Nair, Divya Joseph, Alen Joseph
Издательство: BPB Publications
Год: 2019
Страниц: 406
Язык: английский
Формат: pdf, epub
Размер: 10.37 MB

The book gives full understanding of theoretical topic and easy implementation in programming. The book is going to help students in self-learning of data structures and in understanding how these concepts are implemented in programs. It contains lot of figures, which will help students to visualize the concept effectively. Diagrams help students to understand how the programs involving data structure concepts are implemented within the computer system. Algorithms are included to clear the concept of data structure. Each algorithm is explained with figures to make student clearer about the concept. Sample data set is taken and step by step execution of algorithm is provided in the book to ensure the in – depth knowledge of students about the concept discussed.

Название: Hacking Kubernetes: Threat-Driven Analysis and Defense (Final)
Автор: Andrew Martin, Michael Hausenblas
Издательство: O’Reilly Media, Inc.
Год: 2021
Страниц: 311
Язык: английский
Формат: pdf, epub
Размер: 22.0 MB

Want to run your Kubernetes workloads safely and securely? This practical book provides a threat-based guide to Kubernetes security. Each chapter examines a particular component's architecture and potential default settings and then reviews existing high-profile attacks and historical Common Vulnerabilities and Exposures (CVEs). Authors Andrew Martin and Michael Hausenblas share best-practice configuration to help you harden clusters from possible angles of attack.

Название: Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering
Автор: Wengang Zhang, Yanmei Zhang, Xin Gu
Издательство: Springer
Год: 2022
Страниц: 143
Язык: английский
Формат: pdf (true), epub
Размер: 50.2 MB

This book summarizes the application of soft computing techniques, Machine Learning approaches, Deep Learning algorithms and optimization techniques in geoengineering including tunnelling, excavation, pipelines, etc. and geoscience including the geohazards, rock and soil properties, etc. The book features state-of-the-art studies on use of SC, ML, DL and optimizations in Geoengineering and Geoscience. Considering these points and understanding, this book will be compiled with highly focussed chapters that will discuss the application of SC, ML, DL and optimizations in Geoengineering and Geoscience.