Название: Math for Programmers: 3D graphics, machine learning, and simulations with Python (MEAP Edition)
Автор: Paul Orland
Издательство: Manning Publications
Год: 2020 (Version 10)
Страниц: 657
Язык: английский
Формат: pdf (true), epub
Размер: 47.7 MB

To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need for these hot careers, concentrating on what you need to know as a developer. Filled with lots of helpful graphics and more than 200 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest programming fields.

Название: The Game Audio Strategy Guide: A Practical Course
Автор: Gina Zdanowicz
Издательство: Focal Press
Год: 2020
Формат: True PDF
Страниц: 416
Размер: 10 Mb
Язык: English

The Game Audio Strategy Guide is a comprehensive text designed to turn both novices and experienced audio designers into technical game audio pros. Providing both a theoretical foundation and practical insights, The Game Audio Strategy Guide offers a thorough look at the tools and methods needed to create industry-quality music and sound design for games.

Название: Micro Frontends in Action (MEAP)
Автор: Michael Geers
Издательство: Manning Publications
Год: 2020
Формат: PDF
Размер: 15 Мб
Язык: английский / English

By adopting the micro frontends approach and designing your web apps as systems of features, you can deliver faster feature development, easier upgrades, and pick and choose the technology you use in your stack. Micro Frontends in Action is your guide to simplifying unwieldy frontends by composing them from small, well-defined units. You’ll learn to integrate web applications made up of smaller fragments using tools such as web components or server side includes, how to solve the organizational challenges of micro frontends, and how to create a design system that ensures an end user gets a consistent look and feel for your application.

Название: Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition
Автор: Morton John Canty
Издательство: CRC Press
Год: 2019
Формат: True PDF
Страниц: 530
Размер: 26.7 Mb
Язык: English

Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition, is focused on the development and implementation of statistically motivated, data-driven techniques for digital image analysis of remotely sensed imagery and it features a tight interweaving of statistical and machine learning theory of algorithms with computer codes. It develops statistical methods for the analysis of optical/infrared and synthetic aperture radar (SAR) imagery, including wavelet transformations, kernel methods for nonlinear classification, as well as an introduction to deep learning in the context of feed forward neural networks.

Название: Почувствуй класс. Учимся программировать хорошо с объектами и контрактами
Автор: Бертран Мейер
Издательство: М.: НОУ "Интуит", Бином. ЛЗ
Год: 2011
Страниц: 776
ISBN: 978-5-9963-0573-5
Формат: PDF
Размер: 10.2 Мб
Язык: русский

В книге обобщен многолетний опыт обучения программированию в ЕТН, Цюрих. В ней удачно сочетаются три грани, характерные для профессионального программирования, - наука, искусство и инженерия. Она в первую очередь ориентирована на студентов, обучающихся в области информационных технологий, и их преподавателей, но представляет несомненный интерес для всех программистов, создающих программный продукт высокого качества.

Название: Python Machine Learning: Learn Python in a Week and Master It. An Hands-On Introduction to Artificial Intelligence Coding, a Project-Based Guide with Practical Exercises (7 Days Crash Course, Book 2)
Автор: Computer Programming Academy
Издательство: Computer Programming Academy
Год: 2020
Страниц: 122
Язык: английский
Формат: pdf, azw3
Размер: 10.1 MB

Would you like to learn how to use Python to generate machine learning models but you think it would be too difficult? Or perhaps you want to automate simple things with your computer but you don’t know how to do it? The best solution is to follow a complete programming manual with hands-on projects and practical exercises. Computer Programming Academy structured this guide as a course with seven chapters for seven days and studied special exercises for each section to apply what you have learned step-by-step. This protocol, tested on both total beginners and people who were already familiar with coding, takes advantage of the principle of diving, concentrating learning in one week. The result of this method has been one for both categories of students: the content of the course was learned faster and remembered longer respect the average.

Название: Secure, Resilient, and Agile Software Development
Автор: Mark Merkow
Издательство: CRC Press
Год: 2020
Формат: True PDF
Страниц: 238
Размер: 10 Mb
Язык: English

A collection of best practices and effective implementation recommendations that are proven to work, Secure, Resilient, and Agile Software Development leaves the boring details of software security theory out of the discussion as much as possible to concentrate on practical applied software security for practical people. Written to aid your career as well as your organization, the book shows how to gain skills in secure and resilient software development and related tasks. The book explains how to integrate these development skills into your daily duties, thereby increasing your professional value to your company, your management, your community, and your industry.

Название: Java Performance: In-Depth Advice for Tuning and Programming Java 8, 11, and Beyond Second Edition
Автор: Scott Oaks
Издательство: O'Reilly Media
Год: 2020
Формат: epub/pdf(conv.)
Страниц: 450
Размер: 12.7 Mb
Язык: English

Coding and testing are generally considered separate areas of expertise. In this practical book, Java expert Scott Oaks takes the approach that anyone who works with Java should be adept at understanding how code behaves in the Java Virtual Machine—including the tunings likely to help performance. This updated second edition helps you gain in-depth knowledge of Java application performance using both the JVM and the Java platform.

Название: Cognition and the Creative Machine: Cognitive AI for Creative Problem Solving
Автор: Ana-Maria Olteteanu
Издательство: Springer
Год: 2020
Страниц: 288
Язык: английский
Формат: pdf (true)
Размер: 14.0 MB

How would you assemble a machine that can be creative, what would its cogs be? Starting from how humans do creative problem solving, the author has developed a framework to explore whether a diverse set of creative problem-solving tasks can be solved computationally using a unified set of principles. In this book she describes the implementation of related prototype Artificial Intelligence systems, and the computational and empirical experiments conducted.

Название: Meta-Analytics: Consensus Approaches and System Patterns for Data Analysis
Автор: Steven Simske
Издательство: Morgan Kaufmann
Год: 2019
Страниц: 327
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB, 10.9 MB

Meta-Analytics: Consensus Approaches and System Patterns for Data Analysis presents an exhaustive set of patterns for data science to use on any machine learning based data analysis task. The book virtually ensures that at least one pattern will lead to better overall system behavior than the use of traditional analytics approaches. The book is ‘meta’ to analytics, covering general analytics in sufficient detail for readers to engage with, and understand, hybrid or meta- approaches. The book has relevance to machine translation, robotics, biological and social sciences, medical and healthcare informatics, economics, business and finance.