Название: Sculpting Data for ML: The first act of Machine Learning
Автор: Jigyasa Grover, Rishabh Misra, Mengting Wan
Издательство: Jigyasa Grover & Rishabh Misra
Год: 2021
Страниц: 189
Язык: английский
Формат: pdf, azw3, epub
Размер: 17.8 MB

In the contemporary world of Artificial Intelligence and Machine Learning, data is the new oil. For Machine Learning algorithms to work their magic, it is imperative to lay a firm foundation with relevant data. Sculpting Data for ML introduces the readers to the first act of Machine Learning, Dataset Curation. This book puts forward practical tips to identify valuable information from the extensive amount of crude data available at our fingertips. The step-by-step guide accompanies code examples in Python from the extraction of real-world datasets and illustrates ways to hone the skills of extracting meaningful datasets. In addition, the book also dives deep into how data fits into the Machine Learning ecosystem and tries to highlight the impact good quality data can have on the Machine Learning system's performance.

Название: Scheduling. Theory, algorithms, and systems
Автор: Michael L. Pinedo (auth.)
Издательство: Springer
Год: 2008
Формат: pdf
Страниц: 664
Размер: 10 Mb
Язык: English

This book on scheduling covers theoretical models as well as scheduling problems in the real world. Author Michael Pinedo also includes a CD that contains slide-shows from industry and movies dealing with implementations of scheduling systems. The book consists of three parts. The first part focuses on deterministic scheduling with the associated combinatorial problems. The second part covers probabilistic scheduling models. In this part it is assumed that processing times and other problem data are not known in advance. The third part deals with scheduling in practice. It covers heuristics that are popular with practitioners and discusses system design and development issues.

Название: Full Stack AngularJS for Java Developers: Build a Full-Featured Web Application from Scratch Using AngularJS with Spring RESTful
Автор: Ravi Kant Soni
Издательство: Apress
Год: 2018
Страниц: 188
Формат: PDF, EPUB
Размер: 12 Mb
Язык: English

Get introduced to full stack enterprise development. Whether you are new to AngularJS and Spring RESTful web services, or you are a seasoned expert, you will be able to build a full-featured web application from scratch using AngularJS and Spring RESTful web services.

Название: Machine Learning for Intelligent Multimedia Analytics: Techniques and Applications
Автор: Editors: Kumar, Pardeep, Singh, Amit Kumar
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 341
Размер: 10.5 Mb
Язык: English

This book presents applications of machine learning techniques in processing multimedia large-scale data. Multimedia such as text, image, audio, video, and graphics stands as one of the most demanding and exciting aspects of the information era. The book discusses new challenges faced by researchers in dealing with these large-scale data and also presents innovative solutions to address several potential research problems, e.g., enabling comprehensive visual classification to fill the semantic gap by exploring large-scale data, offering a promising frontier for detailed multimedia understanding, as well as extract patterns and making effective decisions by analyzing the large collection of data.

Название: Introduction to Computation and Programming Using Python, third edition: With Application to Computational Modeling and Understanding Data Third Edition
Автор: John V. Guttag
Издательство: The MIT Press
Год: 2021
Формат: epub
Страниц: 496
Размер: 14.9 Mb
Язык: English

The new edition of an introduction to the art of computational problem solving using Python.
This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including numpy, matplotlib, random, pandas, and sklearn. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of data science for using computation to model and interpret data as well as substantial material on machine learning.

Название: Комбинаторные конфигурации. Блок-схемы, коды, графы
Автор: Тончев В.
Издательство: Выща школа
Год: 1988
Формат: pdf
Страниц: 156
Для сайта: vtome.ru
Размер: 43,18 Мб
Язык: русский

Эта книга отражает одно из основных направлении современной комбинаторики - теорию комбинаторных конфигураций, которые рассматривались еще в трудах Паскаля и Ферма по теории азартных игр. В последнее время комбинаторные конфигурации являются объектом интенсивных исследований из-за многочисленных приложений в различных областях науки и техники: при статистическом планировании эксперимента, в распознавании образов, при построении оптимальных гюмехозапдащенных кодов, обеспечивающих высокую надежность при передаче дискретной информации.

Название: Scratch и Arduino для юных программистов и конструкторов
Автор: Винницкий Юрий, Григорьев Александр
Издательство: СПб.: БХВ-Петербург
Год: 2018
Формат: pdf
Страниц: 176
Размер: 12 mb
Язык: Русский

Книга написана на основе опыта работы с детьми 3–7 классов и посвящена созданию творческих проектов для юных программистов и конструкторов. На примерах разработки простых компьютерных игр продемонстрированы базовые приемы визуального программирования в среде Scratch. Рассмотрено применение плат Arduino, плат расширения и различных внешних датчиков в детских конструкторских проектах.

Название: Contemporary Empirical Methods in Software Engineering
Автор: Editors Michael Felderer, Guilherme Horta Travassos
Издательство: Springer
Год: 2020
Страниц: 520
Размер: 12.65 МБ
Формат: PDF
Язык: English

This book presents contemporary empirical methods in software engineering related to the plurality of research methodologies, human factors, data collection and processing, aggregation and synthesis of evidence, and impact of software engineering research. The individual chapters discuss methods that impact the current evolution of empirical software engineering and form the backbone of future research.

Название: PHP: Advanced Guide to Learn the Realms of PHP Programming
Автор: Logan Pratt
Издательство: Amazon.com Services LLC
Год: 2021
Страниц: 212
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

This book on PHP programming contains proven steps and strategies on how to code in PHP and build websites. I have provided functional codes so that you can study the details, understand how it works, and start practicing right away. You can load up the codes to directly display on the webpage as each code is already embedded in an HTML page. The best way to work with the codes is to customize them by introducing the changes you want to make, and then loading them up on the webpage. PHP is an interesting language but it is technical as well. You may see errors popping up everywhere on the editor. Therefore, you should study the codes that are given in the book carefully.

Название: Non-Linear Programming: A Basic Introduction
Автор: Nita N. Shah
Издательство: CRC Press
Год: 2021
Формат: PDF
Страниц: 82
Размер: 10 Mb
Язык: English

This book is for beginners who are struggling to understand and optimize non-linear problems. The content will help readers gain an understanding and learn how to formulate real-world problems and will also give insight to many researchers for their future prospects.