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 Название: Machine Learning Fundamentals: A Concise Introduction
Автор: Hui Jiang
Издательство: Cambridge University Press
Год: 2022
Формат: PDF
Страниц: 420
Размер: 64 Mb
Язык: English
This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts. | |
Разместил: vitvikvas 21-01-2022, 12:58 | Комментарии: 0 | Подробнее
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 Название: Algorithms and Data Structures for Massive Datasets (MEAP Version 8)
Автор: Dzejla Medjedovic, Emin Tahirovic, and Ines Dedo
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 280
Размер: 20.1 Mb
Язык: English
Algorithms and Data Structures for Massive Datasets teaches you to take advantage of data processing and analytics techniques specifically designed for large distributed datasets. And you'll be amazed how easy it is to learn such a challenging topic from this friendly guide! Complex concepts are illustrated with interesting, entertaining graphics and fascinating industry stories that show how these techniques have succeeded in the real world. You'll study examples including Google BigTable, BitCoin, and a smart bed sensor app, learning to build data sketches for processing, querying and exploring large datasets. By the time you're done, you'll be able to identify the perfect algorithm to deliver faster and more reliable results for any data intensive system. | |
Разместил: bomboane 21-01-2022, 12:58 | Комментарии: 0 | Подробнее
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 Название: Data-Oriented Programming: Unlearning objects (MEAP Version 14)
Автор: Yehonathan Sharvit
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 447
Размер: 10 Mb
Язык: English
Eliminate the unavoidable complexity of object-oriented designs. Using the persistent data structures built into most modern programming languages, Data-oriented programming cleanly separates code and data, which simplifies state management and eases concurrency. | |
Разместил: bomboane 21-01-2022, 12:48 | Комментарии: 0 | Подробнее
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 Название: Java Persistence with Spring Data and Hibernate (MEAP Version 4)
Автор: Catalin Tudose
Издательство: Manning Publications
Год: 2022
Формат:
Страниц: 358
Размер: 17 Mb
Язык: English
Java Persistence with Spring Data and Hibernate explores persistence with the most popular available tools. You’ll benefit from detailed coverage of Spring Data JPA, Spring Data JDBC, Spring Data REST, JPA, and Hibernate, comparing and contrasting the alternatives so you can pick what’s best for your code. | |
Разместил: bomboane 21-01-2022, 12:39 | Комментарии: 0 | Подробнее
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 Название: Grokking Continuous Delivery (MEAP Version 6)
Автор: Christie Wilson
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 211
Размер: 17 Mb
Язык: English
Grokking Continuous Delivery is a practical guide to implementing and using continuous delivery in your software projects. It’s full of tool-agnostic best practices that you can apply to any software project, from libraries to large service applications. You’ll get a complete overview of all the pieces of a CD pipeline and learn how to fit them together for both new and legacy codebases. | |
Разместил: bomboane 21-01-2022, 12:31 | Комментарии: 0 | Подробнее
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 Название: TypeScript for Beginners: The Ultimate Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2022
Страниц: 205
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
Of late, TypeScript has risen in popularity owing to its ease of use and versatile compatibility. As such, more and more developers are looking to quickly and efficiently master TypeScript. If you’re looking for a detailed, yet easy to comprehend guide to TypeScript, your search ends here! The book is a detailed guide that will help learners get started with TypeScript programming in no time. It talks about the basics and then moves on to practical exercises to help readers quickly gain the required knowledge. The book is meant for both javascript developers and learners without a formal JS background. Furthermore, while a background in javascript programming might be of help, the book requires no prior coding background and can be easily mastered even by beginners. | |
Разместил: Ingvar16 20-01-2022, 17:52 | Комментарии: 0 | Подробнее
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 Название: Foundations of Statistics for Data Scientists: With R and Python
Автор: Alan Agresti and Maria Kateri
Издательство: CRC Press
Год: 2022
Формат: True PDF
Страниц: 486
Размер: 15,6 Mb
Язык: English
Foundations of Statistics for Data Scientists: With R and Python is designed as a textbook for a one- or two-term introduction to mathematical statistics for students training to become data scientists. It is an in-depth presentation of the topics in statistical science with which any data scientist should be familiar, including probability distributions, descriptive and inferential statistical methods, and linear modeling. The book assumes knowledge of basic calculus, so the presentation can focus on "why it works" as well as "how to do it." Compared to traditional "mathematical statistics" textbooks, however, the book has less emphasis on probability theory and more emphasis on using software to implement statistical methods and to conduct simulations to illustrate key concepts. All statistical analyses in the book use R software, with an appendix showing the same analyses with Python. | |
Разместил: vitvikvas 20-01-2022, 11:54 | Комментарии: 0 | Подробнее
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 Название: C# 10.0 All-in-One For Dummies
Автор: John Paul Mueller
Издательство: For Dummies
Год: 2022
Формат: True PDF
Страниц: 867
Размер: 18,8 Mb
Язык: English
Look sharp—learn or refresh your C# skills with the latest version
C# is one of the most popular programming languages, and frequent updates help it keep pace as the world of coding changes. You can keep pace too, thanks to C# 10.0 All-in-One For Dummies, where you'll learn the basics of the language itself, how to code in Visual Studio, and how to take advantage of the new features in the latest release. At every stage of your career, you'll need to know the cutting-edge trends and techniques that clients want. This book has your back, with info on object-oriented programming, writing secure code, building web applications, and more. | |
Разместил: vitvikvas 20-01-2022, 09:36 | Комментарии: 0 | Подробнее
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 Название: Hands-On Selenium WebDriver with Java: A Deep Dive into the Development of End-to-End Tests (Third Early Release)
Автор: Boni Garcia
Издательство: O’Reilly Media, Inc.
Год: 2022-01-13
Страниц: 489
Язык: английский
Формат: pdf, epub
Размер: 17.8 MB
Get started with Selenium WebDriver, the open source library for automating tests to ensure your web application performs as expected. In this practical hands-on book, author Boni Garcia takes Java developers through Selenium's main features for automating web navigation, browser manipulation, web element interaction, and more, with ready-to-be-executed test examples. You'll start by learning the core features of Selenium (composed of WebDriver, Grid, and IDE) and its ecosystem. Discover why Selenium WebDriver is the de facto library for developing end-to-end tests on your web application. You'll explore ways to use advanced Selenium WebDriver features, including using web browsers in Docker containers or the DevTools protocol. Selenium WebDriver examples in this book are available on GitHub. | |
Разместил: Ingvar16 20-01-2022, 04:27 | Комментарии: 0 | Подробнее
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 Название: Statistics and Data Visualization Using R: The Art and Practice of Data Analysis
Автор: David S. Brown
Издательство: SAGE Publications
Год: 2021
Страниц: 616
Язык: английский
Формат: epub
Размер: 67.1 MB
Designed to introduce students to quantitative methods in a way that can be applied to all kinds of data in all kinds of situations, Statistics and Data Visualization Using R: The Art and Practice of Data Analysis by David S. Brown teaches students statistics through charts, graphs, and displays of data that help students develop intuition around statistics as well as data visualization skills. By focusing on the visual nature of statistics instead of mathematical proofs and derivations, students can see the relationships between variables that are the foundation of quantitative analysis. Using the latest tools in R and R RStudio for calculations and data visualization, students learn valuable skills they can take with them into a variety of future careers in the public sector, the private sector, or academia. | |
Разместил: Ingvar16 19-01-2022, 08:04 | Комментарии: 0 | Подробнее
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