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Название: Теория и практика машинного обучения
Автор: Воронина В.В., Михеев А.В., Ярушкина Н.Г.
Издательство: УлГТУ
ISBN: 978-5-9795-1712-4
Год: 2017
Страниц: 290
Язык: русский
Формат: pdf (true), djvu
Размер: 10.9 MB

Учебное пособие рассматривает вопросы, связанные с анализом данных: модели, алгоритмы, методы и их реализацию на языке Python. Особое внимание уделено анализу временных рядов. С теоретической стороны машинное обучение – дисциплина, находящаяся на пересечении математической статистики, численных методов оптимизации, теории вероятностей, а также дискретного анализа. С помощью ее методов происходит решение задачи извлечения знаний из данных, которой занимается еще только формирующаяся область «Интеллектуальный анализ данных» (DataMining). С практической же стороны машинное обучение нацелено на создание систем, способных адаптироваться к решению различных задач без явного кодирования алгоритма, то есть систем, способных обучаться.

Название: Pen Art in Snap Programming: the art of programming and the programming of art
Автор: Abhay B. Joshi, Sandesh R. Gaikwad
Издательство: SPARK Institute and Publications
Год: 2019
Страниц: 190
Язык: английский
Формат: epub
Размер: 10.1 MB

Snap (and Scratch, from which Snap was derived) borrowed the pen feature from another older language called “Logo”. And Logo contained a single sprite – a triangular shape called “Turtle”! This Turtle had a pen attached to it. And so, as it followed instructions and was moved around on the screen, it drew lines. Hence, the entire field of drawing shapes in Logo came to be called “Turtle Programming”. There is even a field of geometry called “Turtle Geometry”. Modern languages, such as Python, have the aptly-named “Turtle” libraries that implement the drawing feature of Logo. Snap, being a descendant of Logo, includes the Pen. Every sprite in Snap has a pen attached to it (just like the Turtle did in Logo). When the pen is put down (using the “pen down” command), the sprite starts drawing on the screen as it moves around. Since our focus in this book is entirely on “Pen Art” we have no use for the hundreds of costumes provided by the Snap library. We will use the original triangle-shaped costume called “Turtle” in all our Snap programs in this book.

Название: Learning jаvascript: The non-boring beginner's guide to modern (ES6+) jаvascript programming Vol 1: The language core
Автор: Marco Emrich, Christin Marit
Издательство: The Open Web Learning Institute, 2 edition
ASIN: B07DNCPJ84
Год: 2018
Страниц: 325
Язык: английский
Формат: epub, azw3
Размер: 10.1 MB

Learning jаvascript in 2018! The non-boring beginner's guide to modern (ES6+) jаvascript programming.
Would you like to learn the latest jаvascript without getting bored by abstract examples? In this »training in a book« you will develop parts of a webshop, mix cocktails with arrays, create background images with recursion and fight the »dark side of jаvascript«. You won't need any prior knowledge; all you need to get going is a web browser. So just start! Step by step, you will learn the core of the jаvascript language and how to apply it in everyday programming. You will learn how to write jаvascript code that not only works, but that you can be proud of.

Название: Путь к изучению React. Ваше путешествие по освоению обычного, но прагматичного React
Автор: Робин Вирух
Издательство: Leanpub
Год: 2018
Страниц: 231
Язык: русский
Формат: pdf (true), djvu
Размер: 10.16 MB

React в последнее время выигрывает на фоне других jаvascript библиотек своей популярностью, что делает изучение её ещё более обязательным и полезным для разработчиков на jаvascript. Это руководство представляет из себя путеводитель по технологии, в котором рассказывается, как правильно изучать React, с чего начинать и какие источники ещё смотреть. Также вы познакомитесь с ES6 и напишите множество готовых веб-приложений.

Название: Artificial Neural Networks with Java: Tools for Building Neural Network Applications
Автор: Igor Livshin
Издательство: Apress
Год: 2019
Страниц: 575
Язык: английский
Формат: pdf (true), epub
Размер: 20.9 MB

Use Java to develop neural network applications in this practical book. After learning the rules involved in neural network processing, you will manually process the first neural network example. This covers the internals of front and back propagation, and facilitates the understanding of the main principles of neural network processing. Artificial Neural Networks with Java also teaches you how to prepare the data to be used in neural network development and suggests various techniques of data preparation for many unconventional tasks. The next big topic discussed in the book is using Java for neural network processing. You will use the Encog Java framework and discover how to do rapid development with Encog, allowing you to create large-scale neural network applications.

Название: The Object-Oriented Thought Process (Developer's Library) 5th Edition
Автор: Matt Weisfeld
Издательство: Addison-Wesley Professional
Серия: Developer's Library
ISBN: 0135181968
Год: 2019
Страниц: 190
Язык: английский
Формат: pdf, djvu
Размер: 10.17 MB

Object-oriented programming (OOP) is the foundation of modern programming languages, including C++, Java, C#, Visual Basic .NET, Ruby, Objective-C, and Swift. Objects also form the basis for many web technologies such as jаvascript, Python, and PHP. It is of vital importance to learn the fundamental concepts of object orientation before starting to use object-oriented development environments. OOP promotes good design practices, code portability, and reuse–but it requires a shift in thinking to be fully understood. Programmers new to OOP should resist the temptation to jump directly into a particular programming language or a modeling language, and instead first take the time to learn what author Matt Weisfeld calls “the object-oriented thought process.”

Название: Mastering AWS Cost Optimization: Real-world technical and operational cost-saving best practices
Автор: Eli Mansoor, Yair Green (Author)
Издательство: www.icl.org.il
Год: 2019
Формат: epub
Страниц: 358
Размер: 10 Mb
Язык: English

The book Mastering AWS Cost Optimization is intended to support you in overcoming one of the top challenges that organizations face in their journey towards public cloud: the challenge of cost control and optimization. Reading this book will give you a better understanding of both the technical and operational aspects of the process. This ensures that you will succeed in taking advantage of advanced technology for building innovative products, while doing so in an optimized and cost-effective manner. This book contains many proven technical, operational, and applications-related best practices. All are real-life best practices that were implemented in the efforts of controlling and reducing the costs of our own cloud infrastructure as well as that of our customers.

Название: Data Science Strategy For Dummies
Автор: Ulrika Jagare
Издательство: John Wiley & Sons, Inc.
Год: 2019
Страниц: 320
Язык: английский
Формат: epub, pdf (conv)
Размер: 10.1 MB

All the answers to your data science questions.
Over half of all businesses are using data science to generate insights and value from big data. How are they doing it? Data Science Strategy For Dummies answers all your questions about how to build a data science capability from scratch, starting with the “what” and the “why” of data science and covering what it takes to lead and nurture a top-notch team of data scientists.

Название: Learning jаvascript: The non-boring beginner's guide to modern (ES6+) jаvascript programming Vol 2: DOM manipulation, 2nd Edition
Автор: Marco Emrich, Christin Marit
Издательство: The Open Web Learning Institute
Год: 2018
Формат: azw3/pdf(conv.)
Страниц: 205
Размер: 14.3 Mb
Язык: English

DOM Manipulation in 2018
Manipulating HTML & CSS in browsers remains jаvascript's most important task.
This book explains how to make web pages more dynamic, interactive, and responsive. Allergic to web apps that reload with every click? You will learn how to create online applications that are easy and comfortable to use. You will also learn how to program interfaces for managing products, create dynamic tooltips, develop your own image galleries and much more.

Название: Customizing Dynamics 365: Implementing and Releasing Business Solutions
Автор: Sanjaya Yapa
Издательство: Apress
Год: 2019
Формат: true pdf/epub
Страниц: 314
Размер: 25.4 Mb
Язык: English

Gain an understanding of basic and advanced customizations in Dynamics 365 and learn how they can be effectively used to implement simple business requirements. This is a practical book for developers that explains the use of various Dynamics 365 features as well as use of advanced concepts such as Azure integration and custom development.
Customizing Dynamics 365 starts by explaining the business requirements of the example application, which will explain the platform features, and discussing why Dynamics 365 is the ideal platform for the solution. Next, you will set up your development environment and use the different customizations of the platform to implement the basic business requirements of the example application.