Название: The Complete Linux Coding & Programming Manual - 15th Edition, 2022
Автор: Black Dog Media Limited
Издательство: Papercut Limited
Год: 2022
Страниц: 149
Язык: английский
Формат: pdf
Размер: 65.4 MB

Linux присутствует повсюду. Он оживляет Интернет как основная операционная система, стоящая за серверами Сети, он поддерживает космические корабли, это операционная система для самых быстрых суперкомпьютеров в мире, и он используется в умных телевизорах и мобильных устройствах. Почему? Потому что он сверхстабилен, молниеносен и совершенно бесплатен. С помощью этой книги вы тоже сможете стать частью открытого сообщества пользователей Linux. Учебные пособия на этих страницах помогут Вам освоить Linux, покажут, как он работает, что Вы можете делать с ним и как Вы можете программировать на Linux (C++ и Python), чтобы поднять Ваш опыт работы с Linux на еще большую высоту.

Название: Python in a Nutshell, 4th Edition (Early Release)
Автор: Alex Martelli, Anna Martelli Ravenscroft, Steve Holden, and Paul McGuire
Издательство: O’Reilly Media
Год: 2022-09-22: Fifth Release
Формат: True ePUB, MOBI
Размер: 10 Mb
Язык: English

Python was recently ranked as today's most popular programming language on the TIOBE index, thanks to its broad applicability to design and prototyping to testing, deployment, and maintenance. With this updated fourth edition, you'll learn how to get the most out of Python, whether you're a professional programmer or someone who needs this language to solve problems in a particular field.
Carefully curated by recognized experts in Python, this new edition focuses on version 3.10, bringing this seminal work on the Python language fully up to date on five version releases, including preview coverage of upcoming 3.11 features.

Название: Разработка интерфейсов. Паттерны проектирования. 3-е изд
Автор: Тидвелл Д., Брюэр Ч., Валенсия Э.
Издательство: Питep
Год: 2022
Формат: True PDF
Страниц: 558
Размер: 24,5 Mb
Язык: Русский

Спроектировать хороший интерфейс приложения не так просто. Все заказчики хотят, чтобы пользовательский опыт (user experience) был гладким, чтобы пользователь быстро и безболезненно получал то, что ему нужно, на любом устройстве и пользуясь любым каналом взаимодействия. Главная «фишка» книги — паттерны проектирования. Вы научитесь использовать паттерны при разработке интерфейсов мобильных, настольных и веб-приложений. Для каждого паттерна даны наглядные примеры и подробное описание -— от реализации до сценариев использования. Вы сразу перейдете от теории к практике!

Название: Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning, 2nd Edition (Early Release)
Автор: Kyle Gallatin, Chris Albon
Издательство: O’Reilly Media, Inc.
Год: 2022-08-24
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems all the way from loading data to training models and leveraging neural networks. Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure it works. From there, you can adapt these recipes according to your use case or application. Recipes include a discussion that explains the solution and provides meaningful context. Go beyond theory and concepts by learning the nuts and bolts you need to construct working Machine Learning applications. NumPy is a foundational tool of the Python machine learning stack.

Название: Analyzing Social Networks Using R
Автор: Stephen P. Borgatti, Martin G. Everett, Jeffrey C. Johnson, Filip Agneessens
Издательство: SAGE Publications Ltd
Год: 2022
Формат: PDF
Страниц: 392
Размер: 48,7 Mb
Язык: English

This approachable book introduces network research in R, walking you through every step of doing social network analysis. Drawing together research design, data collection and data analysis, it explains the core concepts of network analysis in a non-technical way. The book balances an easy to follow explanation of the theoretical and statistical foundations underpinning network analysis with practical guidance on key steps like data management, preparation and visualisation.

Название: Learning Git: A Visual Approach for Using Git Successfully (Third Early Release)
Автор: Anna Skoulikari
Издательство: O’Reilly Media, Inc.
Год: 2022-09-22
Страниц: 131
Язык: английский
Формат: epub (true), mobi
Размер: 10.3 MB

Learn the basics of Git in a simple, visual, and tangible manner. With this practical book, author Anna Skoulikari helps you build a mental model of how Git version control works so that you can get the most out of this powerful tool. Whether you're a developer, data professional, technical writer, designer, or product manager, you'll learn the basics of Git in a straightforward and approachable way. This book is for anyone that wants to learn the basics of how to use Git. It is especially designed for individuals that are newly gaining technical skills or individuals that work in non-technical roles but still need to use Git to collaborate with their technical counterparts. Some examples of individuals that may benefit from this book include but are not limited to: coding bootcamp students, computer science students, technical writers, product managers, designers, junior developers, data scientists, and self-taught programmers.

Название: Enhancing Deep Learning Performance Using Displaced Rectifier Linear Unit
Автор: David Macedo
Издательство: Editora Dialetica
Год: 2022
Страниц: 121
Язык: английский
Формат: epub
Размер: 10.2 MB

Recently, Deep Learning has caused a significant impact on computer vision, speech recognition, and natural language understanding. In spite of the remarkable advances, Deep Learning (DL) recent performance gains have been modest and usually rely on increasing the depth of the models, which often requires more computational resources such as processing time and memory usage. To tackle this problem, we turned our attention to the interworking between the activation functions and the batch normalization, which is virtually mandatory currently. In this work, we propose the activation function Displaced Rectifier Linear Unit (DReLU) by conjecturing that extending the identity function of ReLU to the third quadrant enhances compatibility with batch normalization. Moreover, we used statistical tests to compare the impact of using distinct activation functions (ReLU, LReLU, PReLU, ELU, and DReLU) on the learning speed and test accuracy performance of VGG and Residual Networks state-of-the-art models.

Название: REST API Development with Node.js: Manage and Understand the Full Capabilities of Successful REST Development, Second Edition
Автор: Fernando Doglio
Издательство: Apress
Год: 2018
Страниц: 331
Язык: английский
Формат: pdf (true), epub
Размер: 11.2 MB

Manage and understand the full capabilities of successful REST development. REST API development is a hot topic in the programming world, but not many resources exist for developers to really understand how you can leverage the advantages. This completely updated second edition provides a brief background on REST and the tools it provides (well known and not so well known), then explains how there is more to REST than just JSON and URLs. You will learn about the maintained modules currently available in the npm community, including Express, Restify, Vatican, and Swagger. Finally you will code an example API from start to finish, using a subset of the tools covered.

Название: Practical GameMaker Projects: Build Games with GameMaker Studio 2
Автор: Ben Tyers
Издательство: Apress
Год: 2018
Формат: PDF
Страниц: 258
Размер: 16 Mb
Язык: English

Make ten simple, casual games, and learn a ton of GML coding along the way. Each of these games is the kind you can play when you have a minute or two free, and are great for playing on your PC, or exported to HTML5 or Android. Each game in Practical GameMaker Projects has its own chapter that explains the process of making each game, along with sketches, screenshots, coding, explanations, and tips. For each game there is a YYZ project file of the completed game that is ready to load and play. Also, all resources are available so you can make the game as you follow along in the book.

Название: Real World OCaml: Functional Programming for the Masses, Second Edition
Автор: Anil Madhavapeddy, Yaron Minsky
Издательство: Cambridge University Press
Год: 2022
Страниц: 514
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This fast-moving tutorial introduces you to OCaml, an industrial-strength programming language designed for expressiveness, safety, and speed. Through the book's many examples, you'll quickly learn how OCaml stands out as a tool for writing fast, succinct, and readable systems code using functional programming. Real World OCaml takes you through the concepts of the language at a brisk pace, and then helps you explore the tools and techniques that make OCaml an effective and practical tool. You'll also delve deep into the details of the compiler toolchain and OCaml's simple and efficient runtime system. This second edition brings the book up to date with almost a decade of improvements in the OCaml language and ecosystem, with new chapters covering testing, GADTs, and platform tooling. This title is also available as open access on Cambridge Core, thanks to the support of Tarides. Their generous contribution will bring more people to OCaml. We wrote this book because we believe in the importance of programming languages, and that OCaml in particular is an important language to learn. Both of us have been using OCaml in our academic and professional lives for over 20 years, and in that time we've come to see it as a powerful tool for building complex software systems.