Название: Машинный интеллект. Очерки по теории машинного обучения и искусственного интеллекта
Автор: Шумский С.А.
Издательство: РИОР
Год: 2019
Страниц: 335
Язык: русский
Формат: djvu
Размер: 10.1 MB

В книге дается обзор современного состояния и перспектив развития исследований по машинному интеллекту. Предложен подход к созданию «сильного» искусственного интеллекта с использованием принципов работы человеческого мозга. Каждая глава представляет собой самостоятельный очерк, ставящий и разрешающий актуальные вопросы современности: Какие задачи предстоит решить на пути совершенствования машинного обучения? Как машинный интеллект может способствовать технологическому развитию общества в целом и частного предпринимательства в частности? Чего можно ожидать от машинного интеллекта в ближайшие 10–15 лет?

Название: Python Machine Learning: Machine Learning And Deep Learning From Scratch Illustrated With Python, Scikit-Learn, Keras, Theano and Tensorflow
Автор: Moubachir Madani Fadoul
Издательство: Amazon.com Services LLC
Год: 2020
Язык: английский
Формат: pdf, azw3, mobi
Размер: 10.1 MB

Deep Learning (DL) is a form of Machine Learning (ML) that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in Deep Learning.

Название: Python Programming Illustrated - python for dummies and beginners: Begin to Code with Python Made Easy For Beginners
Автор: Ka
Издательство: Amazon.com Services LLC
Год: 2020
Формат: PDF, AZW3
Страниц: 119
Размер: 12,7 Mb
Язык: English

This is your beginner's step by step guide with illustrated pictures!
Learn one of the most essential, renowned and practical programming languages in 21st century.

Название: Essential Python for the Physicist
Автор: Giovanni Moruzzi
Издательство: Springer
Год: 2020
Формат: PDF
Страниц: 312
Размер: 11 Mb
Язык: English

This book introduces the reader with little or no previous computer-programming experience to the Python programming language of interest for a physicist or a natural-sciences student. The book starts with basic interactive Python in order to acquire an introductory familiarity with the language, than tackle Python scripts (programs) of increasing complexity, that the reader is invited to run on her/his computer. All program listings are discussed in detail, and the reader is invited to experiment on what happens if some code lines are modified.

Название: Artificial Intelligence. Full Course. Artificial Intelligence for Beginners
Автор: Pon Mahesh
Издательство: Kindle, Inc.
Год: 2020
Страниц: 229
Язык: английский
Формат: pdf, epub
Размер: 28.0 MB

Artificial Intelligence for beginners. Artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals. Leading AI textbooks define the field as the study of "intelligent agents": any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. Colloquially, the term "artificial intelligence" is often used to describe machines (or computers) that mimic "cognitive" functions that humans associate with the human mind, such as "learning" and "problem-solving "In this book, I'll be covering all the domains and the concepts involved under the umbrella of artificial intelligence, and I will also be showing you a couple of use cases and practical implementations by using Python. So, there's a lot to cover in this session.

Название: Digital Signal Processing: A Primer With MATLAB
Автор: Samir I. Abood
Издательство: CRC Press
Год: 2020
Формат: true pdf/epub
Страниц: 338
Размер: 20.1 Mb
Язык: English

Digital Signal Processing:A Primer with MATLAB® provides excellent coverage of discrete-time signals and systems. At the beginning of each chapter, an abstract states the chapter objectives. All principles are also presented in a lucid, logical, step-by-step approach. As much as possible, the authors avoid wordiness and detail overload that could hide concepts and impede understanding.

Название: Fundamentals of Graphics Using MATLAB
Автор: Ranjan Parekh
Издательство: CRC Press
Год: 2020
Формат: True PDF
Страниц: 426
Размер: 10.6 Mb
Язык: English

This book introduces fundamental concepts and principles of 2D and 3D graphics and is written for undergraduate and postgraduate students of computer science, graphics, multimedia, and data science. It demonstrates the use of MATLAB® programming for solving problems related to graphics and discusses a variety of visualization tools to generate graphs and plots.

Название: Nature-Inspired Optimization Algorithms
Автор: Vasuki A
Издательство:
Год: 2020
Формат: True PDF
Страниц: 272
Размер: 35.8 Mb
Язык: English

Nature-Inspired Optimization Algorithms, a comprehensive work on the most popular optimization algorithms based on nature, starts with an overview of optimization going from the classical to the latest swarm intelligence algorithm. Nature has a rich abundance of flora and fauna that inspired the development of optimization techniques, providing us with simple solutions to complex problems in an effective and adaptive manner. The study of the intelligent survival strategies of animals, birds, and insects in a hostile and ever-changing environment has led to the development of techniques emulating their behavior.

Название: Grokking Machine Learning (MEAP Version 7)
Автор: Luis G. Serrano
Издательство: Manning Publications
Год: 2020
Формат: true pdf/epub
Страниц: 280
Размер: 30 Mb
Язык: English


In Grokking Machine Learning, expert machine learning engineer Luis Serrano introduces the most valuable ML techniques and teaches you how to make them work for you. You’ll only need high school math to dive into popular approaches and algorithms. Practical examples illustrate each new concept to ensure you’re grokking as you go. You’ll build models for spam detection, language analysis, and image recognition as you lock in each carefully-selected skill. Packed with easy-to-follow Python-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert. When you’re done, you’ll have an intuitive understanding of the right approach for any machine learning task or project.

Название: Coding For Beginners: How To Learn Your Next Programming Language, Ace Your Programming Interview And Land The Coding Job Of Your Dreams
Автор: Michael Steven
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 96
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.1 MB

This is not just any type of programming book that squeezes everything into this book; there is Wikipedia for that! Beginner Programming is a roadmap for anyone, young or old, looking for a way to get into the changing world of programming. Instead of overloading yourself with information that is impossible to process and will probably It would overwhelm you, this book guides you through exactly the projects you want to do, and how you can successfully turn these ideas into functionally coded projects.