Название: Machine Learning for Knowledge Discovery with R; Methodologies for Modeling, Inference, and Prediction
Автор: Kao-Tai Tsai
Издательство: CRC Press
Год: 2022
Страниц: 261
Язык: английский
Формат: pdf (true)
Размер: 12.6 MB

Machine Learning for Knowledge Discovery with R contains methodologies and examples for statistical modelling, inference, and prediction of data analysis. It includes many recent supervised and unsupervised machine learning methodologies such as recursive partitioning modelling, regularized regression, support vector machine, neural network, clustering, and causal-effect inference. Additionally, it emphasizes statistical thinking of data analysis, use of statistical graphs for data structure exploration, and result presentations. The book includes many real-world data examples from life-science, finance, etc. to illustrate the applications of the methods described therein.

Название: The Ultimate jаvascript Manual 2021 (4th Edition)
Автор: Dan Peel (Editor)
Издательство: Future Publishing Ltd.
Год: 2021 (Issue 94)
Страниц: 182
Язык: английский
Формат: pdf
Размер: 100.6 MB

In this guide, we explore the tools and technologies powering jаvascript. You'll learn everything you ever wanted to know about the most important programming language in the world. From frameworks to UI and interfaces, we'll guide you through the intricacies of jаvascript and inform you on how best to apply it to your work. We'll even touch on exciting fields such as VR and animation! Get ready to explore the future of jаvascript today.

Название: Core Data by Tutorials (8th Edition)
Автор: Aaron Douglas, Matthew Morey, Pietro Rea
Издательство: Razeware LLC
Год: 2020
Страниц: 313
Язык: английский
Формат: pdf (true), epub
Размер: 33.6 MB, 33.0 MB

In this book, you'll master Core Data in iOS using Swift. Comprehensive coverage of Core Data, from beginner to advanced topics. This book is for intermediate iOS developers who already know the basics of iOS and Swift development but want to learn how to use Core Data to save data in their apps. Start with with the basics like setting up your own Core Data Stack all the way to advanced topics like migration, performance, multithreading, and more!

Название: Серия "Для профессионалов" в 79 книгах
Автор(ы): разные
Издательство: Питер
Год: 2003-2021
Страниц: 1000+
Формат: pdf, djvu
Размер: 1.7 Гб
Язык: русский

Серия «Для профессионалов» — книги по программированию, разработке сайтов, принципам работы с операционными системами, платформами для создания игр и приложений и т. п. Издания «Unity в действии», «UNIX. Профессиональное программирование», «Android. Программирование для профессионалов» и другие содержат подробную и актуальную информацию для профессиональных разработчиков приложений. В серии представлены руководства для системных администраторов, пособия по детальному изучению Linux, Windows и др. Создателям сайтов и техническим специалистам пригодится «WordPress для профессионалов».

Название: Data Structures and Algorithms Analysis Volume 2: Data Structures Based on Non-Linear Relations and Data Processing Methods
Автор: Xingni Zhou, Zhiyuan Ren, Yanzhuo Ma
Издательство: De Gruyter
Серия: Information and Computer Engineering, 7
Год: 2020
Страниц: 372
Язык: английский
Формат: pdf (true), epub
Размер: 21.0 MB

The systematic description starts with basic theory and applications of different kinds of data structures, including storage structures and models. It also explores on data processing methods such as sorting, index and search technologies. Due to its numerous exercises the book is a helpful reference for graduate students, lecturers.

Название: Modern Mainframe Development (Early Release)
Автор: Tom Taulli
Издательство: O’Reilly Media
Год: 2021-07-23
Формат: epub/pdf(conv.)
Размер: 10 Mb
Язык: English

Even as spending on digital transformation continues to skyrocket, mainframes nevertheless have major advantages for global enterprises. These systems still process huge amounts of information and allow for highly secure processing. In this practical book, author Tom Taulli shows software developers how to pursue a hybrid approach by integrating traditional mainframes and applications with modern digital systems.

Название: SQL in a Nutshell, 4th Edition (Early Release)
Автор: Kevin Kline, Regina O. Obe, and Leo S. Hsu
Издательство: O’Reilly Media
Год: 2021-07-22
Формат: epub/pdf(conv.)
Размер: 10 Mb
Язык: English

For programmers, analysts, and database administrators, this Nutshell guide is the essential reference for the SQL language used in today's most popular database products. This new fourth edition clearly documents SQL commands according to the latest ANSI/ISO standard and details how those commands are implemented in Microsoft SQL Server 2019 and Oracle 19c, as well as in the MySQL 8, MariaDB 10.5, and PostgreSQL 13 open source database products.

Название: Learn to Program, Third Edition
Автор: Chris Pine
Издательство: The Pragmatic Programmers, LLC
Год: June 2021
Формат: epub/pdf(conv.)
Страниц: 200
Размер: 10 Mb
Язык: English

It's easier to learn how to program a computer than it has ever been before. Now everyone can learn to write programs for themselves - no previous experience is necessary. Chris Pine takes a thorough, but lighthearted approach that teaches you the fundamentals of computer programming, with a minimum of fuss or bother. Whether you are interested in a new hobby or a new career, this book is your doorway into the world of programming. Computers are everywhere, and being able to program them is more important than it has ever been. But since most books on programming are written for other programmers, it can be hard to break in. At least it used to be. Chris Pine will teach you how to program.

Название: Intuitive Python: Productive Development for Projects that Last
Автор: David Muller
Издательство: Pragmatic Bookshelf
Год: June 2021
Формат: epub/mobi/pdf(conv.)
Страниц: 142
Размер: 10 Mb
Язык: English

Developers power their projects with Python because it emphasizes readability, ease of use, and access to a meticulously maintained set of packages and tools. The language itself continues to improve with every release: writing in Python is full of possibility. But to maintain a successful Python project, you need to know more than just the language. You need tooling and instincts to help you make the most out of what's available to you. Use this book as your guide to help you hone your skills and sculpt a Python project that can stand the test of time.

Название: Essentials of Data Science and Analytics: Statistical Tools, Machine Learning, and R-Statistical Software Overview
Автор: Amar Sahay, Don Stengel
Издательство: Business Expert Press
Год: 2021
Страниц: 486
Язык: английский
Формат: pdf (true), epub
Размер: 35.7 MB, 22.4 MB

This text provides a comprehensive overview of Data Science. With the continued advancement in storage and computing technologies, data science has emerged as one of the most desired fields in driving business decisions. Data science employs techniques and methods from many other fields, such as statistics, mathematics, computer science, and information science. Besides the methods and theories drawn from several fields, data science uses visualization techniques using specially designed big data software and statistical programming language, such as R programming, and Python. Data Science has wide applications in the areas of Machine Learning (ML) and Artificial Intelligence (AI).