Litgu.ru - Литературный Гуру

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.

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.

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.

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.

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.

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

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.

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.

Название: Scala Cookbook: Recipes for Object-Oriented and Functional Programming, 2nd Edition
Автор: Alvin Alexander
Издательство: O’Reilly Media
Год: 2021
Формат: True PDF, ePUB
Страниц: 802
Размер: 10 Mb
Язык: English

Save time and trouble building object-oriented, functional, and concurrent applications with Scala. The latest edition of this comprehensive cookbook is packed with more than 250 ready-to-use recipes and 1,000 code examples to help you solve the most common problems when working with Scala 3 and its popular libraries.

Название: UIKit Apprentice (2nd Edition)
Автор: Fahim Farook & Matthijs Hollemans
Издательство: Razeware LLC
Год: 2021
Формат: PDF
Страниц: 1151
Размер: 76 Mb
Язык: English

The UIKit Apprentice is a series of epic-length tutorials for beginners where you’ll learn how to build four complete apps from scratch. Each new app will be a little more advanced than the one before, and together they cover everything you need to know to make your own apps. By the end of the series you’ll be experienced enough to turn your ideas into real apps that you can sell on the App Store. These tutorials have easy to follow step-by-step instructions, and consist of more than 1,100 pages and 500 illustrations! You also get full source code, image files, and other resources you can re-use for your own projects. If you’re new to iOS and Swift, or to programming in general, learning how to write an app can seem incredibly overwhelming.