Название: Теория нейронных сетей. Книга 1
Автор: Галушкин А.И.
Издательство: ИПРЖР
Год: 2000
Формат: djvu
Страниц: 416
Размер: 10 Мб
Язык: русский

Изложена методика синтеза многослойных нейросетей различной структуры: с полными и неполными последовательными связями, перекрестными и обратными связями, функционирующими в режимах обучения, самообучения, обучения с учителями, обладающим конечной квалификацией. Приведены этапы исследования надежности и диагностики нейронных сетей.

Название: Optimization. Algorithms and Applications (+ code)
Автор: Rajesh Kumar Arora
Издательство: CRC Press
Год: 2015
Формат: pdf
Страниц: 466
Размер: 24 Мб
Язык: English

Optimization: Algorithms and Applications presents a variety of solution techniques for optimization problems, emphasizing concepts rather than rigorous mathematical details and proofs. Choose the correct solution method for your optimization problem.

Название: Beginning Backup and Restore for SQL Server
Автор: Bradley Beard
Язык: English
Издательство: Apress;
Год: 2018
Для сайта: vtome.ru
Формат: pdf
Кол-во страниц: 339
Размер: 10 мб

Be guided through the techniques to back up and restore databases and files in SQL Server. Multiple techniques are presented for ensuring the integrity and consistency of database backups, as well as the reliability and manageability of restoring from backups.

In today’s data-driven world, the most important asset that a company has is its data. Data recovery strategies can be wide ranging; from the practically non-existent backup without verification to a very complex, distributed, and redundant system. An important objective for any database administrator is data loss prevention, and in a catastrophic data loss event, pre-defined data recovery techniques must be employed in order to get the databases back up and running efficiently and quickly.

Название: Text Analysis in Python for Social Scientists: Discovery and Exploration
Автор: Dirk Hovy
Издательство: Dirk Hovy
Год: 2020
Формат: PDF
Страниц: 75
Размер: 10 Mb
Язык: English

Text is everywhere, and it is a fantastic resource for social scientists. However, because it is so abundant, and because language is so variable, it is often difficult to extract the information we want. There is a whole subfield of AI concerned with text analysis (natural language processing). Many of the basic analysis methods developed are now readily available as Python implementations. This Element will teach you when to use which method, the mathematical background of how it works, and the Python code to implement it.

Название: Exploring Kotlin: Syntax, features & capabilites
Автор: Hani M.K.
Издательство: Leanpub
Год: 2020
Страниц: 90
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

Less than 100 pages covering Kotlin syntax and features in straight and to the point explanation. Kotlin is a cross-platform, multi-purpose modern programming language. In 2017, Google announced that it will support Kotlin as a first-class language for Android application development. In 2019, Kotlin was ranked as the fourth most loved programing language on Stack Overflow annual developer survey. Kotlin is known for its concise syntax and the support for multi-platform programming. In this mini-book, we are trying to cover syntax and features of Kotlin in a straight and to the point explanation with sample code.

Название: Programming Algorithms: A comprehensive guide to writing efficient programs with examples in Lisp
Автор: Vsevolod Domkin
Издательство: Leanpub
Год: 2020
Страниц: 365
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 27.4 MB

There is a lot of books on algorithms, but I haven't seen any that primarily aims to bridge the gap between the theory and practice. This is one of the key distinctions of "Programming Algorithms". It is definitely not the best exposition of the theoretical ideas, but I hope that, instead, it builds sufficient understanding and skill, for the common developer, to start writing efficient algorithmic programs. Finally, you will be speaking the same lingua franca as other advanced programmers — the tongue that transcends the mundane differences of particular programming languages. And you’ll gain a more detached view of those differences, freeing your mind from the dictate of a particular set of choices exhibiting in any one of them.

Название: Functional Design and Architecture: Building real programs in Haskell: application architectures, design patterns
Автор: Alexander Granin
Издательство: Leanpub
Год: 2020
Страниц: 495
Язык: английский
Формат: pdf (true), epub + Extra
Размер: 41.3 MB

Software Design in Functional Programming, Design Patterns and Practices, Methodologies and Application Architectures. How to build real software in Haskell with less efforts and low risks. The first complete source of knowledge. It is a fundamental book about Software Design in Haskell. The main idea of this book is to provide a comprehensive source of knowledge, a complete methodology of building real world applications in Haskell. Application architectures, best practices, design patterns and approaches, - all the information you need to achieve a simple, maintainable, testable code with low complexity and low risks.

Название: Design Patterns in C# (Final Version)
Автор: Dmitri Nesteruk
Издательство: LeanPub
Год: 2020
Формат: PDF, EPUB, MOBI
Страниц: 375
Размер: 12 Mb
Язык: English

Discover modern implementations of Design Patterns using the C# programming language.
This book provides a modern, comprehensive overview of design pattern implementations for the .NET ecosystem using the C# programming language. The book covers every single pattern from the Gang of Four and a few extras such as enterprise and functional design patterns.

Название: Machine Learning Engineering (Final Version)
Автор: Andriy Burkov
Издательство: True Positive Inc.
Год: 2020
Формат: PDF
Страниц: 308
Размер: 38 Mb
Язык: English

From the author of a world bestseller published in eleven languages, The Hundred-Page Machine Learning Book, this new book by Andriy Burkov is the most complete applied AI book out there. It is filled with best practices and design patterns of building reliable machine learning solutions that scale. Andriy Burkov has a Ph.D. in AI and is the leader of a machine learning team at Gartner. This book is based on Andriy's own 15 years of experience in solving problems with AI as well as on the published experience of the industry leaders.

Название: Hacker's Guide to Machine Learning with Python
Автор: Venelin Valkov
Издательство: LeanPub
Год: 2020-07-13
Формат: PDF
Страниц: 272
Размер: 16,6 Mb
Язык: English

This book brings the fundamentals of Machine Learning to you, using tools and techniques used to solve real-world problems in Computer Vision, Natural Language Processing, and Time Series analysis. The skills taught in this book will lay the foundation for you to advance your journey to Machine Learning Mastery!