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Название: Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems Second Edition (Early Release)
Автор: Aurelien Geron
Издательство: O'Reilly
Год: 2019
Формат: epub
Страниц: 600
Размер: 35.4 Mb
Язык: English

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data.
The updated edition of this best-selling book uses concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow 2—to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. Practitioners will learn a range of techniques that they can quickly put to use on the job. Part 1 employs Scikit-Learn to introduce fundamental machine learning tasks, such as simple linear regression.

Название: Mobile Applications and Solutions for Social Inclusion
Автор: Sara Paiva
Издательство: IGI Global
Год: 2018
Формат: PDF
Размер: 21 Мб
Язык: английский / English

Advancements in technology have allowed the creation of new tools and innovations that can improve different aspects of life. Mobile technologies are an ever-expanding area of research that can benefit users. Mobile Applications and Solutions for Social Inclusion provides emerging research on the use of mobile technology to assist in improving social inclusion in several domains and for users in their daily lives. While highlighting topics such as alert systems, indoor navigation, and tracking and monitoring, this publication explores the various applications and techniques of mobile solutions in assistive technology. This book is an important resource for researchers, academics, professionals, and students seeking current research on the benefits and uses of mobile devices for end users and community acceptance.

Название: Python 3 и PyQt. Разработка приложений
Автор: Николай Прохоренок
Издательство: БХВ-Петербург
Год: 2012
Страниц: 704
Формат: PDF
Размер: 29 Мб
Язык: русский

Описан базовый синтаксис языка Python: типы данных, операторы, условия, циклы, регулярные выражения, встроенные функции, объектно-ориентированное программирование, работа с файлами и каталогами, часто используемые модули стандартной библиотеки. Приведены основы базы данных SQLite, интерфейс доступа к базе и способы получения данных из Интернета. Особое внимание уделено библиотеке PyQt, позволяющей создавать приложения с графическим интерфейсом на языке Python.

Название: Designing Connected Products
Автор: Claire Rowland, Elizabeth Goodman, Martin Charlier, Ann Light, Alfred Lui
Издательство: O'Reilly Media
Год: 2015
Формат: PDF, EPUB
Размер: 103 Мб
Язык: английский / English

Networked thermostats, fitness monitors, and door locks show that the Internet of Things can (and will) enable new ways for people to interact with the world around them. But designing connected products for consumers brings new challenges beyond conventional software UI and interaction design.

Название: Intelligent Computing and Internet of Things (Part 2)
Автор: Kang Li and Minrui Fei
Издательство: Springer
Год: 2018
Формат: PDF
Размер: 49 Мб
Язык: английский / English

The three-volume set CCIS 923, CCIS 924, and CCIS 925 constitutes the thoroughly refereed proceedings of the First International Conference on Intelligent Manufacturing and Internet of Things, and of the 5th International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2018, held in Chongqing, China, in September 2018.

Название: Deep Learning Through Sparse and Low-Rank Modeling
Автор: Zhangyang Wang, Yun Fu, Thomas S Huang
Издательство: Academic Press
ISBN: 9780128136591
Год: 2019
Страниц: 281
Язык: английский
Формат: pdf (true)
Размер: 17.8 MB

Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models-those that emphasize problem-specific Interpretability-with recent deep network models that have enabled a larger learning capacity and better utilization of Big Data. It shows how the toolkit of deep learning is closely tied with the sparse/low rank methods and algorithms, providing a rich variety of theoretical and analytic tools to guide the design and interpretation of deep learning models. The development of the theory and models is supported by a wide variety of applications in computer vision, machine learning, signal processing, and data mining.

Название: Java Concepts: Early Objects, 7th Edition
Автор: Cay S. Horstmann
Издательство: Wiley
Год: 2012
Формат: PDF
Размер: 99 Мб
Язык: английский / English

In Java Concepts, Cay Horstmann provides a comprehensive introduction to fundamental programming techniques and design skills helping the student master basic concepts. Realistic programming examples, homework assignments, and lab exercises build student problem-solving abilities.

Название: R Graphics Cookbook: Practical Recipes for Visualizing Data, 2nd Edition
Автор: Winston Chang
Издательство: O'Reilly Media
Год: 2019
Страниц: 444
Формат: EPUB
Размер: 17 Mb
Язык: English

This O’Reilly cookbook provides more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly—without having to comb through all the details of R’s graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project and includes a discussion of how and why the recipe works.

Название: SharePoint 2019 For Dummies (For Dummies (Computer/Tech))
Автор: Ken Withee, Rosemarie Withee
Издательство: For Dummies
Год: 2019
Формат: True PDF
Страниц: 418
Размер: 27.6 Mb
Язык: English

All you need to know about SharePoint Online and SharePoint Server 2019
SharePoint is an enterprise portal server living under the Microsoft Office umbrella. It can be used as a local installation (on-premises) or an online service. The SharePoint Online service comes bundled with Office 365. You can use SharePoint to aggregate sites, information, data, and applications into a single portal. SharePoint 2019 contains highly integrated features that allow you to work with it directly from other Office products such as Teams, Word, Excel, PowerPoint, and many others.

Название: Head First Go, 1st Edition
Автор: Jay McGavren
Издательство: O'Reilly Media
Год: 2019
Формат: epub
Страниц: 560
Размер: 112.5 Mb
Язык: English

Go represents an attempt to improve on some weaknesses of traditional compiled programming languages. It de-emphasizes or removes error-prone language structures like class inheritance and exception handling. It features great concurrency support and automatic memory management (garbage collection).
Existing Go books tend to be highly technical in nature, teaching all aspects of the language regardless of their relevance to beginners. This book, rather than talking about the features of Go in abstract terms, features simple, clear examples that demonstrate Go in action, and diagrams to explain difficult concepts.