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 Название: Intellij IDEA : Designed for first-time learners, as well as moderate users of IntelliJ
Автор: Prof. David N. Silvers
Издательство: Independently published
Год: 2021
Страниц: 489
Язык: английский
Формат: pdf, epub
Размер: 29.8 MB
IntelliJ IDEA (here after referred as IntelliJ) is one of the most powerful and popular Integrated Development Environments (IDE) for Java. It was developed and is maintained by JetBrains, and is available in community and ultimate edition. This feature-rich IDE enables rapid development and helps in improving code quality. This book starts with a basic introduction and slowly dives deep into the advanced features. This book is targeted for first-time learners, as well as moderate users of IntelliJ. Beginners will get a fair understanding about IntelliJ and its functioning, and others will be able to take their knowledge on this subject to the next level. This book requires that the readers have some preliminary knowledge of the software development process, along with Java programming language.
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Разместил: Ingvar16 25-09-2021, 18:15 | Комментарии: 0 | Подробнее
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Название: Структуры данных и проектирование программ
Автор(ы): Круз Р.Л.
Издательство: Лаборатория знаний
Год: 2021
Страниц: 768
Формат: PDF
Размер: 17 Мб
Язык: русский
В качестве фундаментальных средств разработки программ рассматриваются такие вопросы, как структурное решение задач, абстракция данных, принципы программной инженерии и сравнительный анализ алгоритмов. Дано полное освещение большинства модулей знаний, касающихся структур данных и алгоритмов.
Большая часть глав начинается основной темой и сопровождается примерами, приложениями и практическими исследованиями.
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Разместил: MIHAIL62 25-09-2021, 18:14 | Комментарии: 0 | Подробнее
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 Название: Introduction to Machine Learning (Adaptive Computation and Machine Learning), 4th Edition
Автор: Ethem Alpaydin
Издательство: The MIT Press
Год: 2020
Формат: True ePUB
Страниц: 712
Размер: 10 Mb
Язык: English
A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.
The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This substantially revised fourth edition of a comprehensive, widely used machine learning textbook offers new coverage of recent advances in the field in both theory and practice, including developments in deep learning and neural networks. | |
Разместил: vitvikvas 25-09-2021, 17:14 | Комментарии: 0 | Подробнее
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 Название: Let Us Python - 3rd Edition
Автор: Yashavant Kanetkar, Aditya Kanetkar
Издательство: BPB Publications
Год: 2021
Страниц: 429
Язык: английский
Формат: pdf
Размер: 38.8 MB
Programming landscape has changed significantly over the last few years. Python is making inroads into every field that has anything to do with programming. Naturally, Python programming is a skill that one has to acquire, sooner the better. If you have no programming background and you are learning Python as your first programming language you will find the book very simple to understand. Primary credit of this goes to the Python language - it is very simple for the beginner, yet very powerful for the expert who can tap into its power.
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Разместил: Ingvar16 25-09-2021, 10:14 | Комментарии: 0 | Подробнее
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 Название: Deep Learning: A Visual Approach
Автор: Andrew Glassner
Издательство: No Starch Press
Год: 2021
Формат: True PDF, ePUB
Страниц: 771
Размер: 46,8 Mb, 62 Mb
Язык: English
A richly-illustrated, full-color introduction to deep learning that offers visual and conceptual explanations instead of equations. You'll learn how to use key deep learning algorithms without the need for complex math.
Ever since computers began beating us at chess, they've been getting better at a wide range of human activities, from writing songs and generating news articles to helping doctors provide healthcare. | |
Разместил: vitvikvas 24-09-2021, 10:08 | Комментарии: 0 | Подробнее
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 Название: Practical Deep Learning: A Python-Based Introduction
Автор: Ron Kneusel
Издательство: No Starch Press
Год: 2021
Формат: True PDF, ePUB
Страниц: 464
Размер: 13,5 Mb, 10 Mb
Язык: English
Practical Deep Learning teaches total beginners how to build the datasets and models needed to train neural networks for your own DL projects.
If you’ve been curious about machine learning but didn’t know where to start, this is the book you’ve been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning teaches you the why of deep learning and will inspire you to explore further.
All you need is basic familiarity with computer programming and high school math—the book will cover the rest. After an introduction to Python, you’ll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models’ performance. | |
Разместил: vitvikvas 24-09-2021, 09:56 | Комментарии: 0 | Подробнее
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 Название: Parallel and High Performance Computing
Автор: Robert Robey, Yulianna Zamora
Издательство: Manning Publications
Год: 2021
Формат: True PDF, ePUB
Страниц: 705
Размер: 35,8 MB, 16 Mb
Язык: English
Complex calculations, like training deep learning models or running large-scale simulations, can take an extremely long time. Efficient parallel programming can save hours—or even days—of computing time. Parallel and High Performance Computing shows you how to deliver faster run-times, greater scalability, and increased energy efficiency to your programs by mastering parallel techniques for multicore processor and GPU hardware. | |
Разместил: vitvikvas 24-09-2021, 09:42 | Комментарии: 0 | Подробнее
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 Название: Deep Learning Patterns and Practices
Автор: Andrew Ferlitsch
Издательство: Manning Publications
Год: 2021
Формат: True (PDF, ePUB)
Страниц: 471
Размер: 33,1 Mb
Язык: English
Discover best practices, reproducible architectures, and design patterns to help guide deep learning models from the lab into production.
In Deep Learning Patterns and Practices you will learn:
Internal functioning of modern convolutional neural networks
Procedural reuse design pattern for CNN architectures
Models for mobile and IoT devices
Assembling large-scale model deployments
Optimizing hyperparameter tuning
Migrating a model to a production environment | |
Разместил: vitvikvas 24-09-2021, 09:27 | Комментарии: 0 | Подробнее
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 Название: Five Lines of Code: How and when to refactor
Автор: Christian Clausen
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 338
Размер: 10 Mb
Язык: English
Five Lines of Code teaches refactoring that's focused on concrete rules and getting any method down to five lines or less! There’s no jargon or tricky automated-testing skills required, just easy guidelines and patterns illustrated by detailed code samples.
Improving existing code—refactoring—is one of the most common tasks you’ll face as a programmer. Written for working developers, Five Lines of Code teaches you clear and actionable refactoring rules that you can apply without relying on intuitive judgements. Thanks to this hands-on guide, you’ll find yourself programming faster while still delivering high-quality code that your teammates will love to work with.
Five Lines of Code teaches refactoring that's focused on concrete rules and getting any method down to five lines or less! There’s no jargon or tricky automated-testing skills required, just easy guidelines and patterns illustrated by detailed code samples. Chapter by chapter you’ll put techniques into action by refactoring a complete 2D puzzle game. Before you know it, you’ll be making serious and tangible improvements to your codebase. | |
Разместил: vitvikvas 24-09-2021, 08:55 | Комментарии: 0 | Подробнее
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 Название: iOS 15 Programming Fundamentals with Swift (Early Release)
Автор: Matt Neuburg
Издательство: O’Reilly Media
Год: 2021-09-22: First Early Releas
Формат: ePUB
Страниц: 935
Размер: 10 Mb
Язык: English
Move into iOS development by getting a firm grasp of its fundamentals, including the Xcode 13 IDE, Cocoa Touch, and Swift 5.5, the latest version of Apple's acclaimed programming language. With this thoroughly updated guide, you'll learn the Swift language, understand Apple's Xcode development tools, and discover the Cocoa framework. | |
Разместил: vitvikvas 24-09-2021, 04:50 | Комментарии: 0 | Подробнее
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