Название: Federated Learning Systems: Towards Next-Generation AI
Автор: Muhammad Habib ur Rehman, Mohamed Medhat Gaber
Издательство: Springer
Год: 2021
Страниц: 207
Язык: английский
Формат: pdf (true), epub
Размер: 22.9 MB

Google introduced the term Federated Learning (FL) to enable the Machine Learning models to be initially trained at the customers’ or citizens’ devices and systems and later the model updates are aggregated at the centralized cloud servers. Considering this notion of FL, a large plethora of research activities has been performed by researchers and practitioners in academia and industry. Hence, numerous research publications were produced to solve the active research issues in terms of privacy, security, data and model synchronization, model development and deployment, personalization, incentivization, and heterogeneity across the FL systems.

Название: Tanmay Teaches Go: The Ideal Language for Backend Developers
Автор: Tanmay Bakshi, Baheer Kamal
Издательство: McGraw-Hill Education TAB
Год: 2021
Страниц: 208
Язык: английский
Формат: epub
Размер: 10.1 MB

Write your own efficient, performant, and lightweight programs using Go. Quickly start developing your own Google Go programs using the practical information contained in this engaging resource. Social media personalities Tanmay Bakshi and Baheer Kamal show, step by step, how to develop custom applications that fully utilize Go’s lightweight runtime and concurrency features. Tanmay Teaches Go: The Ideal Language for Backend Developers teaches by doing. This book guides you through the development and programming processes and features detailed examples, code samples, and time-saving tips.

Название: Lean Software Systems Engineering for Developers: Managing Requirements, Complexity, Teams, and Change Like a Champ
Автор: Doug Durham, Chad Michel
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 222
Размер: 10 Mb
Язык: English

Whether you are a developer at a small software company, or one of many developers at a large enterprise, your success directly correlates to the ability of your development team to rapidly respond to change. What makes this task challenging in today’s world, is that the technical challenges we as developers strive to overcome are becoming increasingly more complex. We have to consider many more options when it comes to things like requirements, solution hosting, support, pace of change, and generally with less time and warning.

Название: Essential Computer Science: A Programmer’s Guide to Foundational Concepts
Автор: Paul D. Crutcher, Neeraj Kumar Singh, Peter Tiegs
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 313
Размер: 13 Mb
Язык: English

Understand essential computer science concepts and skills. This book focuses on the foundational and fundamental concepts upon which expertise in specific areas can be developed, including computer architecture, programming language, algorithm and data structure, operating systems, computer networks, distributed systems, security, and more.

Название: PowerShell for Beginners: Learn PowerShell 7 Through Hands-On Mini Games
Автор: Ian Waters
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 248
Размер: 13,5 Mb
Язык: English

Learn the basic tools and commands to write scripts in PowerShell 7. This hands-on guide is designed to get you up and running on PowerShell quickly - introducing interactive menus, reading and writing files, and creating code that talks over the network to other scripts, with mini games to facilitate learning.

Название: Machine Learning for Oracle Database Professionals: Deploying Model-Driven Applications and Automation Pipelines
Автор: Heli Helskyaho, Jean Yu, Kai Yu
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 305
Размер: 20 Mb
Язык: English

Database developers and administrators will use this book to learn how to deploy machine learning models in Oracle Database and in Oracle’s Autonomous Database cloud offering. The book covers the technologies that make up the Oracle Machine Learning (OML) platform, including OML4SQL, OML Notebooks, OML4R, and OML4Py. The book focuses on Oracle Machine Learning as part of the Oracle Autonomous Database collaborative environment. Also covered are advanced topics such as delivery and automation pipelines.

Название: Introduction to Python for Kids: Learn Python the Fun Way by Completing Activities and Solving Puzzles
Автор: Aarthi Elumalai
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 578
Размер: 19 Mb
Язык: English

Want to create cool games and apps to impress your friends (or yourself), but not sure where to start? Or, have you tried your hand at programming, but got utterly bored after combing through hundreds of pages of dry text? Then you’ve come to the right place! This book is the perfect blend of education and fun for kids 8 years and above looking to learn the magic of Python, one of the easiest and most powerful programming languages around, all while solving fun puzzles and building your own projects on the way.

Название: 97 Things Every Data Engineer Should Know: Collective Wisdom from the Experts First Edition
Автор: Tobias Macey
Издательство: O'Reilly Media
Год: July 2021
Формат: epub
Страниц: 250
Размер: 49.8 Mb
Язык: English

Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their experiences and lessons learned for overcoming a variety of specific and often nagging challenges.

Название: Programming Rust: Fast, Safe Systems Development, 2nd Edition
Автор: Jim Blandy, Jason Orendorff, and Leonora F.S. Tindall
Издательство: O’Reilly Media
Год: 2021-06-11
Формат: epub/prf(conv.)
Страниц: 715
Размер: 16.2 Mb
Язык: English

The Rust programming language offers the rare and valuable combination of statically verified memory safety and low-level control. Imagine C++ but without dangling pointers, null pointer dereferences, or buffer overruns, and with a deep library of freely reusable libraries. This practical guide gives systems and application programmers alike a solid understanding of Rust’s rules, and shows how to put them to work ensuring their programs are not only efficient, but free of broad classes of common errors.

Название: DevOps Tools for Java Developers (Third Early Release)
Автор: Stephen Chin, Baruch Sadogursky, and Melissa McKay
Издательство: O’Reilly Media
Год: 2020-06-11
Формат: epub
Размер: 76.8 Mb
Язык: English

With the rise of DevOps, low-cost cloud computing, and container technologies, the way Java developers approach development today has changed dramatically. This practical guide helps you take advantage of microservices, serverless, and cloud native technologies using the latest DevOps techniques to simplify your build process and create hyperproductive teams.
Stephen Chin, Baruch Sadogursky, and Melissa McKay from JFrog help you evaluate an array of options. The list includes source control with Git, build declaration with Maven and Gradle, CI/CD with CircleCI, package management with Artifactory, containerization with Docker and Kubernetes, and much more. Whether you're building applications with Jakarta EE, Spring Boot, Dropwizard, MicroProfile, Micronaut, or Quarkus, this comprehensive guide has you covered.