Название: Pandas Hands-on: Data Analysis Crash Course
Автор: Jacky Bai
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 139
Язык: английский
Формат: pdf, djvu
Размер: 10.1 MB

The goal of this hands-on book is to teach you, the reader, the ins and outs of data manipulation and analytics using Pandas. It introduces comprehensive and in-depth data analytics techniques with Pandas, and helps you quickly master data manipulation and analytical skills, whether you are new to Python or an experience data scientist using other languages. Throughout this book, three small, carefully designed data sets are used to explain all of Pandas' functions. At the end, a detailed use case is provided to demonstrate how Pandas works with Python in real-life applications.

Название: Semantic Modeling for dаta: Avoiding Pitfalls and Breaking Dilemmas
Автор: Panos Alexopoulos
Издательство: O’Reilly Media
Год: 2020-08-19
Формат: true pdf/epub
Страниц: 328
Размер: 11.8 Mb
Язык: English

What value does semantic data modeling offer? As an information architect or data science professional, let’s say you have an abundance of the right data and the technology to extract business gold—but you still fail. The reason? Bad data semantics.

Название: Observability Engineering (Early Release)
Автор: Charity Majors and Liz Fong-Jones
Издательство: O’Reilly Media
Год: 2020-08-17
Формат: epub/pdf(conv.)
Размер: 12.6 Mb
Язык: English

Observability is critical for engineering, managing, and improving complex business-critical systems. Through this process, any software engineering team can gain a deeper understanding of system performance, so you can perform ongoing maintenance and ship the features your customers need. This practical book explains the value of observable systems and shows you how to build an observability-driven development practice.

Название: Responsible Microservices
Автор: Nathaniel Schutta
Издательство: O'Reilly Media, Inc.
Год: 2020
Формат: EPUB
Страниц: 126
Размер: 10 Mb
Язык: English

These days, you can’t swing a dry erase marker without hitting someone talking about microservices. But as developers write more code and build more applications than ever before, the trick is knowing which systems should use microservices and which shouldn’t. This report provides a set of principles you can use to focus your efforts.

Название: The Art of Agile Development, 2nd Edition (Early Release)
Автор: James Shore, Shane Warden
Издательство: O’Reilly Media, Inc
Год: 2020
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.1 MB

Almost every company that develops software today is using something they call "Agile." But there’s a widespread misunderstanding of what Agile is and how to use it. The Art of Agile Development is a comprehensive guidebook for anyone who wants to improve the agility of their software development team. It provides clear, concrete, and detailed guidance about what to do, why to do it, and when to make trade-offs.

Название: Программирование для UNIX. Наиболее полное руководство
Автор: Рочкинд М.
Издательство: М: ИТД "Русская редакция", СПб: БХВ-Петербург
Год: 2005
ISBN: 5-94157-749-4, 5-7502-0261-5
Формат: pdf
Страниц: 698
Размер: 18,3 Mb
Язык: Русский

Практическое руководство, написанное одним из пионеров программирования для UNIX Марком Дж. Рочкиндом, поможет разработчикам решить свои задачи. Автор подробно, на примерах, описывает самые полезные системные вызовы UNIX. Также описаны особенности системных вызовов для различных реализаций UNIX и UNIX-подобных систем, что поможет создавать универсальные портируемые приложения.

Название: Machine Learning Using Python: Discover the world of Machine Learning using Python algorithm analysis, IDE and libraries. Projects focused on beginners
Автор: Eric Chamberlin
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 132
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

Are you one of those individuals who want to learn more about Machine Learning using Python? Perhaps you are seeking a detailed guide explaining how you can manage Machine Learning easily and hassle-free. Then look no further because this book got you covered! The word Machine Learning (ML) is all about the ability of a machine to learn and acquire something without any pre-existing program. Did you know that automatic learning is a means to educate an algorithm to learn from different environmental scenarios?

Название: Game Development with Unity: Learning C# by developing games with Unity
Автор: Claudia Alves
Издательство: mem Inc.
Год: 2020
Страниц: 125
Язык: английский
Формат: pdf, azw3. epub
Размер: 10.1 MB

The intuitive and powerful Unity game engine is one of the most widely used and best loved packages for game development. Unity scripting is an essential but challenging skill to master in order to create custom game elements. Learning modular scripting allows you to rewrite as little code as possible as you deploy your scripts to multiple projects and work easier, quicker, and more efficiently than before. Unity is a cross-platform development platform initially created for developing games but is now used for a wide range of things such as: architecture, art, children's apps, information management, education, entertainment, marketing, medical, military, physical installations, simulations, training, and many more.

Название: Practical Numerical C Programming: Finance, Engineering, and Physics Applications
Автор: Philip Joyce
Издательство: Apress
Год: 2020
Страниц: 280
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Master the C code appropriate for numerical methods and computational modeling, including syntax, loops, subroutines, and files. Then, this hands-on book dives into financial applications using regression models, product moment correlation coefficients, and asset pricing. Next, Practical Numerical C Programming covers applications for engineering/business such as supermarket stock reordering simulation as well as flight information boards at airports and controlling a power plant. Finally, the book concludes with some physics including building simulation models for energy and pendulum motion. Along the way, you’ll learn center-of-mass calculations, Brownian motion, and more.

Название: Data Science for Mathematicians (CRC Press/Chapman and Hall Handbooks in Mathematics Series)
Автор: Nathan Carter (Editor)
Издательство: CRC Press/Chapman and Hall
Год: 2021
Формат: True PDF
Страниц: 545
Размер: 17 Mb
Язык: English

Mathematicians have skills that, if deepened in the right ways, would enable them to use data to answer questions important to them and others, and report those answers in compelling ways. Data science combines parts of mathematics, statistics, computer science. Gaining such power and the ability to teach has reinvigorated the careers of mathematicians.