Название: Dealing with Imbalanced and Weakly Labelled Data in Machine Learning using Fuzzy and Rough Set Methods
Автор: Sarah Vluymans
Издательство: Springer
Год: 2019
Страниц: 249
Формат: PDF, EPUB
Размер: 13 Mb
Язык: English

This book presents novel classification algorithms for four challenging prediction tasks, namely learning from imbalanced, semi-supervised, multi-instance and multi-label data. The methods are based on fuzzy rough set theory, a mathematical framework used to model uncertainty in data. The book makes two main contributions: helping readers gain a deeper understanding of the underlying mathematical theory; and developing new, intuitive and well-performing classification approaches. The authors bridge the gap between the theoretical proposals of the mathematical model and important challenges in machine learning.

Название: Practical Guide to Salesforce Communities: Building, Enhancing, and Managing an Online Community with Salesforce Community Cloud
Автор: Philip Weinmeister
Издательство: Apress
ISBN: 1484236084
Год: 2018
Страниц: 357
Язык: английский
Формат: pdf (true), epub
Размер: 54.8 MB

Whether you are brand new to the world of Salesforce communities or you are looking to take your Community Cloud knowledge to the next level, this detailed guide will help you to build and manage a Salesforce community by leveraging the declarative power of the platform with clicks, not code. Each Salesforce community is a part of a widespread ecosystem, with thousands of communities and millions of users active today on Community Cloud. Through valuable social and business tools, this online platform enables companies to empower and equip their customers, partners, and employees in new, powerful ways.

Название: Big Data in Computational Social Science and Humanities
Автор: Shu-Heng Chen
Издательство: Springer
Год: 2018
Страниц: 388
Формат: PDF
Размер: 12 Mb
Язык: English

This edited volume focuses on big data implications for computational social science and humanities from management to usage. The first part of the book covers geographic data, text corpus data, and social media data, and exemplifies their concrete applications in a wide range of fields including anthropology, economics, finance, geography, history, linguistics, political science, psychology, public health, and mass communications.

Название: Parallel Computing for Data Science: With Examples in R, C++ and CUDA
Автор: Norman Matloff
Издательство: Chapman and Hall/CRC
Год: 2016
Страниц: 328
Формат: PDF
Размер: 10 Mb
Язык: English

Parallel Computing for Data Science: With Examples in R, C++ and CUDA is one of the first parallel computing books to concentrate exclusively on parallel data structures, algorithms, software tools, and applications in data science. It includes examples not only from the classic "n observations, p variables" matrix format but also from time series, network graph models, and numerous other structures common in data science. The examples illustrate the range of issues encountered in parallel programming.

Название: Cloud Computing Using Oracle Application Express: Develop Internet-Facing Business Applications Accessible Anywhere and Anytime, 2nd Edition
Автор: Riaz Ahmed
Издательство: Apress
Год: 2019
Страниц: 341
Формат: PDF, EPUB
Размер: 11 Mb
Язык: English

Get the domain knowledge you need to develop real-world business apps for and in the cloud. You’ll see how Oracle APEX has made the life of web developers much easier and how it helps you create web-based data-centric applications easily and instantly without writing screeds of code.

Название: Spring Boot 2 Recipes: A Problem-Solution Approach
Автор: Marten Deinum
Издательство: Apress
Год: 2019
Страниц: 332
Формат: PDF, EPUB
Размер: 15 Mb
Язык: English

Solve all your Spring Boot 2 problems using complete and real-world code examples. When you start a new project, you’ll be able to copy the code and configuration files from this book, and then modify them for your needs. This can save you a great deal of work over creating a project from scratch.

Название: Scaling Your Node.js Apps: Progress Your Personal Projects to Production-Ready
Автор: Fernando Doglio
Издательство: Apress
Год: 2018
Страниц: 162
Формат: PDF, EPUB
Размер: 10 Mb
Язык: English

Take your Node.js application into production-ready status, capable of scaling up to whatever your needs might be. You'll discover that architecting for successful, popular sites is an essential tool of any professional Node.js developer, and learning to scale your own applications is a great place to start.

Название: The C Programming Language, Second edition
Автор: Brian W. Kernighan, Dennis M. Ritchie
Издательство: Prentice Hall
Год: 1988
Формат: PDF
Страниц: 288
Размер: 20.27 МБ
Язык: English

The authors present the complete guide to ANSI standard C language programming. Written by the developers of C, this new version helps readers keep up with the finalized ANSI standard for C while showing how to take advantage of C's rich set of operators, economy of expression, improved control flow, and data structures.

Название: Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner
Автор: Vijay Kotu, Bala Deshpande
Издательство: Elsevier
Год: 2015
Формат: PDF
Для сайта: vtome.ru
Страниц: 426
Размер: 10,41 МБ
Язык: English

Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions.

Название: Structure and Interpretation of Computer Programs, Second Edition
Автор: Harold Abelson and Gerald Jay Sussman with Julie Sussman
Издательство: The MIT Press
Год: 1996
Формат: PDF
Страниц: 678
Размер: 11,1 МБ
Язык: English

This book is dedicated, in respect and admiration, to the spirit that lives in the computer.