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 Название: Deep Learning on Graphs
Автор: Yao Ma, Jiliang Tang
Издательство: ? Cambridge University Press
Год: 2021
Страниц: 339
Язык: английский
Формат: pdf (true)
Размер: 28.2 MB
Deep learning on graphs has become one of the hottest topics in machine learning. The book consists of four parts to best accommodate our readers with diverse backgrounds and purposes of reading. Part 1 introduces basic concepts of graphs and deep learning; Part 2 discusses the most established methods from the basic to advanced settings; Part 3 presents the most typical applications including natural language processing, computer vision, data mining, biochemistry and healthcare; and Part 4 describes advances of methods and applications that tend to be important and promising for future research. The book is self-contained, making it accessible to a broader range of readers including (1) senior undergraduate and graduate students; (2) practitioners and project managers who want to adopt graph neural networks into their products and platforms; and (3) researchers without a computer science background who want to use graph neural networks to advance their disciplines. | |
Разместил: Ingvar16 4-09-2021, 13:58 | Комментарии: 0 | Подробнее
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 Название: Statistics with Julia: Fundamentals for Data Science, Machine Learning and Artificial Intelligence
Автор: Yoni Nazarathy, Hayden Klok
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 531
Размер: 24,8 Mb
Язык: English
This monograph uses the Julia language to guide the reader through an exploration of the fundamental concepts of probability and statistics, all with a view of mastering machine learning, data science, and artificial intelligence. The text does not require any prior statistical knowledge and only assumes a basic understanding of programming and mathematical notation. It is accessible to practitioners and researchers in data science, machine learning, bio-statistics, finance, or engineering who may wish to solidify their knowledge of probability and statistics. | |
Разместил: vitvikvas 4-09-2021, 13:54 | Комментарии: 0 | Подробнее
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 Название: An Introduction to Parallel Programming, 2nd Edition
Автор: Peter S. Pacheco, Matthew Malensek
Издательство: Elsevier Inc
Год: 2022
Формат: PDF
Страниц: 479
Размер: 10 Mb
Язык: English
An Introduction to Parallel Programming, Second Edition presents a tried-and-true tutorial approach that shows students how to develop effective parallel programs with MPI, Pthreads and OpenMP.
As the first undergraduate text to directly address compiling and running parallel programs on multi-core and cluster architecture, this second edition carries forward its clear explanations for designing, debugging and evaluating the performance of distributed and shared-memory programs while adding coverage of accelerators via new content on GPU programming and heterogeneous programming. New and improved user-friendly exercises teach students how to compile, run and modify example programs.
Takes a tutorial approach, starting with small programming examples and building progressively to more challenging examples
Explains how to develop parallel programs using MPI, Pthreads and OpenMP programming models
A robust package of online ancillaries for instructors and students includes lecture slides, solutions manual, downloadable source code, and an image bank
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Разместил: vitvikvas 4-09-2021, 12:24 | Комментарии: 0 | Подробнее
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 Название: Functional Programming in Kotlin
Автор: Marco Vermeulen
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 504
Размер: 10 Mb
Язык: English
In Functional Programming in Kotlin you will learn:
Functional programming techniques for real-world applications
Write combinator libraries
Common structures and idioms in functional design
Simplicity and modularity (and fewer bugs!)
Functional Programming in Kotlin is a reworked version of the bestselling Functional Programming in Scala, with all code samples, instructions, and exercises translated into the powerful Kotlin language. In this authoritative guide, you’ll take on the challenge of learning functional programming from first principles. Complex concepts are demonstrated through exercises that you’ll love to test yourself against. You’ll start writing Kotlin code that’s easier to read, easier to reuse, better for concurrency, and less prone to bugs and errors. | |
Разместил: vitvikvas 4-09-2021, 10:51 | Комментарии: 0 | Подробнее
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 Название: Pandas in Action
Автор: Boris Paskhaver
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 440
Размер: 10 Mb
Язык: English
Take the next steps in your data science career! This friendly and hands-on guide shows you how to start mastering Pandas with skills you already know from spreadsheet software.
In Pandas in Action you will learn how to:
Import datasets, identify issues with their data structures, and optimize them for efficiency
Sort, filter, pivot, and draw conclusions from a dataset and its subsets
Identify trends from text-based and time-based data
Organize, group, merge, and join separate datasets
Use a GroupBy object to store multiple DataFrames | |
Разместил: vitvikvas 4-09-2021, 10:43 | Комментарии: 0 | Подробнее
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 Название: Real-World Cryptography
Автор: David Wong
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 400
Размер: 37,4 Mb
Язык: English
Real-World Cryptography teaches you applied cryptographic techniques to understand and apply security at every level of your systems and applications. You'll go hands-on with cryptography building blocks such as hash functions and key exchanges, then learn how to use them as part of your security protocols and applications.
If you’re browsing the web, using public APIs, making and receiving electronic payments, or experimenting with blockchain, you’re relying on cryptography. And you’re probably trusting a collection of tools, frameworks, and protocols to keep your data, users, and business safe. It’s important to understand these tools so you can make the best decisions about how, where, and why to use them.
Real-World Cryptography teaches you applied cryptographic techniques to understand and apply security at every level of your systems and applications. You'll go hands-on with cryptography building blocks such as hash functions and key exchanges, then learn how to use them as part of your security protocols and applications. Alongside modern methods, the book also explores the future of cryptography, diving into emerging and cutting-edge advances such as cryptocurrencies, password-authenticated key exchange, and post-quantum cryptography. | |
Разместил: vitvikvas 4-09-2021, 10:32 | Комментарии: 0 | Подробнее
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 Название: Conversational AI: Chatbots that work
Автор: A. Freed
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 319
Размер: 16,5 Mb
Язык: English
Conversational AI is a hands-on guide to building custom virtual assistants for a wide variety of use cases.
Design, develop, and deploy human-like AI solutions that chat with your customers, solve their problems, and streamline your support services. Conversational AI: Chatbots that work teaches you to create the kind of AI-enabled chatbots that are revolutionizing the customer service industry.
Conversational AI is a hands-on guide to building custom virtual assistants for a wide variety of use cases. You’ll dive right into developing an assistant capable of identifying top user requests and making a suitable response for each request type. Once you’ve got the basics, you’ll master a multi-step process flow that can be easily adapted for both text and voice assistants. You'll learn how to hone your assistant by writing better dialog, training and improving its underlying machine learning, and spotting issues like abandonment and underperformance. | |
Разместил: vitvikvas 4-09-2021, 10:21 | Комментарии: 0 | Подробнее
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 Название: 97 Things Every SRE Should Know: Collective Wisdom from the Experts (Final)
Автор: Emil Stolarsky, Jaime Woo
Издательство: O’Reilly Media
Год: 2020
Страниц: 253
Язык: английский
Формат: pdf (true), epub
Размер: 59.9 MB, 54.7 MB
Site reliability engineering (SRE) is more relevant than ever. Knowing how to keep systems reliable has become a critical skill. With this practical book, newcomers and old hats alike will explore a broad range of conversations happening in SRE. You'll get actionable advice on several topics, including how to adopt SRE, why SLOs matter, when you need to upgrade your incident response, and how monitoring and observability differ. | |
Разместил: Ingvar16 4-09-2021, 04:41 | Комментарии: 0 | Подробнее
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 Название: Learn iOS Application Development: Take Your Mobile App Development Skills to the Next Level with Swift and Xcode
Автор: Rudra S. Misra
Издательство: BPB Publications
Год: 2021
Страниц: 894
Язык: английский
Формат: pdf, epub
Размер: 28.6 MB
Explore the complex app development concepts for iOS application programming with fun and ease. Grab this book if you want to make Apps for Apple's iOS devices and that too efficiently like a skilled developer. This book covers the complete development of iOS applications, right from concepts of designing an application to adding machine learning capabilities in the applications. You will learn and practice the App development environment with Xcode and Swift programming. Concepts like different types of views and UI components, data manipulations, animations, different iOS screen views, and integrating web services are covered in detail with examples. You will also learn the popular machine learning technology and fascinating features like Augmented Reality to be put into use in your app. You will learn to run automated application testing, use SwiftUI, and deploy applications on the network. | |
Разместил: Ingvar16 3-09-2021, 21:30 | Комментарии: 0 | Подробнее
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 Название: Mastering Behavior-Driven Development Using Cucumber: Practice and Implement Page Object Design Pattern, Test Suites in Cucumber, POM TestNG Integration, Cucumber Reports, and Work with Selenium Grid
Автор: Pinakin A Chaubal
Издательство: BPB Publications
Год: 2022
Страниц: 283
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Master the skills required to effectively use Cucumber BDD which simplifies Agile development and fast-paced time-to-market. In this book, readers will learn everything they need to know about Behavior-Driven Development (BDD) and a framework used for automation testing for BDD. The book is divided into three sections. The first section covers the building blocks of Cucumber such as Feature files, Step Definition classes, and Runner classes, among other things. These will serve as the building blocks for becoming more familiar with Cucumber. The second section covers the Page Object design pattern and Page Factories, both of which are useful in developing robust frameworks. The final section demonstrates Cucumber's integration with TestNG and Maven. We will be putting each Maven build in Jenkins and configuring Jenkins to trigger automatically when a development build is completed. After reading this book, the test engineer will understand the concept of incorporating Cucumber as a BDD framework into his testing. As a result, he will be able to streamline the testing and bug detection processes. | |
Разместил: Ingvar16 3-09-2021, 20:49 | Комментарии: 0 | Подробнее
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