Название: Soft Computing Techniques in Engineering, Health, Mathematical and Social Sciences
Автор: Pradip Debnath, S.A. Mohiuddine
Издательство: CRC Press
Год: 2021
Страниц: 233
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Soft computing techniques are no longer limited to the arena of computer science. The discipline has an exponentially growing demand in other branches of science and engineering and even into health and social science. This book contains theory and applications of soft computing in engineering, health, and social and applied sciences. Different soft computing techniques such as artificial neural networks, fuzzy systems, evolutionary algorithms and hybrid systems are discussed. It also contains important chapters in machine learning and clustering. This book presents a survey of the existing knowledge and also the current state of art development through original new contributions from the researchers. This book may be used as a one-stop reference book for a broad range of readers worldwide interested in soft computing.

Название: Artificial Intelligence: Fundamentals and Applications
Автор: Cherry Bhargava, Pardeep Kumar Sharma
Издательство: CRC Press
Год: 2021
Страниц: 271
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This comprehensive reference text discusses the fundamental concepts of artificial intelligence and its applications in a single volume. Artificial Intelligence: Fundamentals and Applications presents a detailed discussion of basic aspects and ethics in the field of artificial intelligence and its applications in areas, including electronic devices and systems, consumer electronics, automobile engineering, manufacturing, robotics and automation, agriculture, banking, and predictive analysis.

Название: Dungeon Hacks: How NetHack, Angband, and Other Rougelikes Changed the Course of Video Games
Автор: David L. Craddock
Издательство: CRC Press
Год: 2022
Страниц: 172
Язык: английский
Формат: pdf (true)
Размер: 25.88 MB

In 1980, computers were instruments of science and mathematics, military secrets and academia. Stern administrators lorded over sterile university laboratories and stressed one point to the wide-eyed students privileged enough to set foot within them: Computers were not toys.

Название: AI and Machine Learning On-Device Development (Second Early Release)
Автор: Laurence Moroney
Издательство: O’Reilly Media
Год: 2021-06-18
Формат: EPUB
Размер: 22.7 Mb
Язык: English

AI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating models and running them on popular mobile platforms such as iOS and Android.

Название: Hands-On Systems Programming with Rust: A Project-Based Approach (Early Release)
Автор: Ken Youens-Clark
Издательство: O’Reilly Media, Inc.
Год: 2021-06-18
Страниц: 153
Язык: английский
Формат: epub
Размер: 10.14 MB

For several consecutive years, Rust has been voted "most loved programming language" in Stack Overflow's annual developer survey. This open source systems programming language is now used for everything from game engines and operating systems to browser components and virtual reality simulation engines. But Rust is also an incredibly complex language with a notoriously difficult learning curve. Rather than focus on the language as a whole, this guide teaches Rust using a single small, complete, focused program in each chapter. Author Ken Youens-Clark shows you how to start, write, and test each of these programs to create a finished product. You'll learn how to handle errors in Rust, read and write files, and use regular expressions, Rust types, structs, and more.

Название: Code Like a Pro in C# (Final Release)
Автор: Jort Rodenburg
Издательство: Manning Publications
Год: 2021
Страниц: 418
Язык: английский
Формат: pdf (true)
Размер: 31.57 MB

Critical business applications worldwide are written in the versatile C# language and the powerful .NET platform, running on desktops, cloud systems, and Windows or Linux servers. Code Like a Pro in C# makes it easy to turn your existing abilities in C# or another OO language (such as Java) into practical C# mastery. There’s no “Hello World” or Computer Science 101 basics―you’ll learn by refactoring an out-of-date legacy codebase, using new techniques, tools, and best practices to bring it up to modern C# standards. Each technique is reinforced through coding katas and clean code best practices, locking in the skills you’ll need to tackle any job and ace your next interview.

Название: Human-in-the-Loop Machine Learning: Active learning and annotation for human-centered AI (Final Release)
Автор: Robert Munro
Издательство: Manning Publications
Год: 2021
Страниц: 426
Язык: английский
Формат: pdf (true)
Размер: 22.0 MB

Human-in-the-Loop Machine Learning lays out methods for humans and machines to work together effectively. Most machine learning systems that are deployed in the world today learn from human feedback. However, most machine learning courses focus almost exclusively on the algorithms, not the human-computer interaction part of the systems. This can leave a big knowledge gap for data scientists working in real-world machine learning, where data scientists spend more time on data management than on building algorithms. Human-in-the-Loop Machine Learning is a practical guide to optimizing the entire machine learning process, including techniques for annotation, active learning, transfer learning, and using machine learning to optimize every step of the process.

Название: API Design Patterns (Final Release)
Автор: JJ Geewax
Издательство: Manning Publications
Год: 2021
Страниц: 481
Язык: английский
Формат: pdf (true)
Размер: 11.5 MB

API Design Patterns lays out a set of design principles for building internal and public-facing APIs. A collection of best practices and design standards for web and internal APIs. API Design Patterns reveals best practices for building stable, user-friendly APIs. These design patterns can be applied to solve common API problems and flexibly altered to fit your specific needs. Hands-on examples and relevant use-cases illustrate patterns for API fundamentals, advanced functionalities, and even uncommon scenarios.

Название: Self-Sovereign Identity: Decentralized digital identity and verifiable credentials
Автор: Alex Preukschat and Drummond Reed
Издательство: Manning Publications
Год: 2021
Страниц: 506
Язык: английский
Формат: pdf (true)
Размер: 20.9 MB

In Self-Sovereign Identity: Decentralized digital identity and verifiable credentials, you’ll learn how SSI empowers us to receive digitally-signed credentials, store them in private wallets, and securely prove our online identities. In a world of changing privacy regulations, identity theft, and online anonymity, identity is a precious and complex concept. Self-Sovereign Identity (SSI) is a set of technologies that move control of digital identity from third party “identity providers” directly to individuals, and it promises to be one of the most important trends for the coming decades. Now in Self-Sovereign Identity, privacy and personal data experts Drummond Reed and Alex Preukschat lay out a roadmap for a future of personal sovereignty powered by the Blockchain and cryptography.

Название: jаvascript for R
Автор: John Coene
Издательство: Chapman & Hall/CRC
Серия: The R Series
Год: 2021
Страниц: 354
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Little known to many, R works just as well with jаvascript—this book delves into the various ways both languages can work together. The ultimate aim of this work is to put the reader at ease with inviting jаvascript in their data science workflow. In that respect the book is not teaching one jаvascript but rather we show how little jаvascript can greatly support and enhance R code. Therefore, the focus is on integrating external jаvascript libraries and no prior knowledge of jаvascript is required.