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Название: SurviveJS - Webpack 5 : From apprentice to master
Автор: Juho Vepsalainen, Tobias Koppers, Jesus Rodriguez Rodriguez
Издательство: Leanpub
Год: 2022-10-26
Страниц: 301
Язык: английский
Формат: pdf (true), mobi, epub + Extras
Размер: 10.2 MB

Webpack, a module bundler, is a powerful tool that helps you to develop complex web applications. "SurviveJS - Webpack" is meant for beginner to intermediate users of the tool that want to understand webpack better. Web browsers consume HTML, CSS, jаvascript, and multimedia files. As a project grows, tracking all of these files and adapting them to different targets (e.g. browsers) becomes too complicated to manage without help. Webpack addresses these problems. Managing complexity is one of the fundamental issues of web development, and solving this problem well helps significantly. "SurviveJS - Webpack 5" has been built around a tutorial during which you develop a complex configuration while covering different facets of Webpack. The 34 short chapters and six appendices work as a reference you can use while developing your web applications. The book has been written with Webpack 5 in mind. Even though the book has been designed around Webpack, many of the techniques covered go beyond it. You will learn to improve the quality of your code while becoming aware of optimization techniques that help you to deliver more performant web applications.

Название: Quantum Computers: Theory and Algorithms
Автор: Belal Ehsan Baaquie, Leong-Chuan Kwek
Издательство: Springer
Год: 2023
Страниц: 297
Язык: английский
Формат: pdf (true), epub
Размер: 22.7 MB

This book presents various theories and algorithms to create a quantum computer. The concept of the classical and quantum computers, and the concept of circuits and gates are reviewed. The example of the Deutsch and the Deutsch-Josca algorithm is discussed to illustrate some key features of quantum computing. The Grover algorithm, considered to be of major milestone of the subject, is discussed in detail to exemplify the techniques used in computer algorithms. The role of quantum superposition (also called quantum parallelism) and of quantum entanglement is discussed in order to understand the key advantages of a quantum over a classical computer.

Название: AI-Powered Search (MEAP V14)
Автор: Trey Grainger, Doug Turnbull, Max Irwin
Издательство: Manning Publications
Год: 2022
Страниц: 546
Язык: английский
Формат: pdf, epub
Размер: 75.7 MB

AI-Powered Search teaches you the latest Machine Learning techniques to create search engines that continuously learn from your users and your content, to drive more domain-aware and intelligent search. As you can imagine given that goal, this is not an “introduction to search” book. In order to get the most out of this book, you should ideally already be familiar with the core capabilities of modern search engines (inverted indices, relevance ranking, faceting, query parsing, text analysis, and so on) through experience with a technology like Apache Solr, Elasticsearch/OpenSearch, Vespa, or Apache Lucene. If you need to come up to speed quickly, Solr in Action (which I also wrote) provides you with all the search background necessary to dive head-first into AI-Powered Search. Additionally, the code examples in this book are written in Python (and delivered in pre-configured Jupyter notebooks) to appeal both to engineers and data scientists. You don’t need to be an expert in Python, but you should have some programming experience to be able to read and understand the examples.

Название: Practical Linear Algebra for Data Science: From Core Concepts to Applications Using Python (Final Release)
Автор: Mike X Cohen
Издательство: O’Reilly Media, Inc.
Год: 2022
Страниц: 329
Язык: английский
Формат: pdf (true), epub (true)
Размер: 24.3 MB

Если вы хотите работать в любой вычислительной или технической области, вам необходимо понимать линейную алгебру. Как изучение матриц и операций над ними, линейная алгебра является математической основой почти всех алгоритмов и анализов, реализованных в компьютерах. Но то, как она представлена в учебниках десятилетней давности, значительно отличается от того, как профессионалы используют линейную алгебру сегодня для решения реальных современных задач. Это практическое руководство от Майка Икс Коэна обучает основным понятиям линейной алгебры, реализованным в Python, включая то, как они используются в науке о данных, машинном обучении (ML), глубоком обучении (DL), вычислительном моделировании и приложениях по обработке биомедицинских данных. Вооружившись знаниями из этой книги, вы сможете понять, реализовать и адаптировать огромное количество современных методов и алгоритмов анализа.

Название: Build Your Microservices: Deploying tracker, Mongo service, Evolutionary patterns leveraging organizational data, Management cluster
Автор: Aharen-san
Издательство: Independently published
Год: 2022
Страниц: 199
Язык: английский
Формат: pdf, epub
Размер: 23.8 MB

We're going to have a look at orchestration systems and we're going to see what they can do for you. And this course is concentrating on Kubernetes, which is just one example of a container orchestration system. I guess the first thing to learn is I couldn't fit the phrase Orchestration with Kubernetes onto this title slide, so you'll find it's commonly abbreviated to K8S, with eight just being the number of letters that we've skipped. Anyway, it stands for Kubernetes and we're looking here at orchestration systems. Containers have become a very popular way of deploying systems in the last few years, and by far the most popular containerization system is Docker.

Название: Causal Machine Learning (MEAP v3)
Автор: Robert Osazuwa Ness
Издательство: Manning Publications
Год: 2022
Страниц: 187
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

How do you know what might have happened, had you done things differently? Causal machine learning gives you the insight you need to make predictions and control outcomes based on causal relationships instead of pure correlation, so you can make precise and timely interventions. Causal machine learning is a major milestone in machine learning, allowing AI models to make accurate predictions based on causes rather than just correlations. Causal techniques help you make models that are more robust, explainable, and fair, and have a wide range of applications, from improving recommendation engines to perfecting self-driving cars. Causal Machine Learning teaches you how to build machine learning and deep learning models that implement causal reasoning. New techniques are demonstrated with example models for solving industry-relevant problems. You’ll learn about causality for recommendations; causal modeling of online conversions; and uplift, attribution, and churn modeling. Each technique is tested against a common set of problems, data, and Python libraries, so you can compare and contrast which will work best for you.

Название: Functional Design and Architecture (MEAP v7)
Автор: Alexander Granin
Издательство: Manning Publications
Год: 2022
Страниц: 329
Язык: английский
Формат: pdf, epub
Размер: 13.4 MB

Design patterns and architectures for building production quality applications using functional programming, with examples in Haskell and other FP languages. Functional Design and Architecture is a pioneering guide to software engineering using Haskell and other functional languages. In it, you’ll discover Functional Declarative Design and other design principles perfect for working in Haskell, PureScript, F#, and Scala. Functional programming offers a powerful alternative to object-oriented programming that helps tackle the complexities of large-scale software. Entrenched design patterns and architectural principles made for OOP are poorly suited for creating large-scale functional applications. This book lays out new methodologies, principles, and architectures optimized for high-level software design using functional languages.

Название: F# in Action (MEAP v4)
Автор: Isaac Abraham
Издательство: Manning Publications
Год: 2022
Страниц: 199
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

F# is designed to make functional programming practical and accessible, especially for developers working on the .NET platform. This book will get you started. F# in Action swiftly guides you from Functional Programming novice all the way to putting F# applications into production! It leverages your existing knowledge of software development and the .NET platform to get you up-and-running fast. You’ll quickly master the F# you need to start getting stuff done. Learn how you can use scripts to rapidly explore .NET libraries and packages, and level up your .NET skills for data exploration and analysis. You’ll even discover how F#’s “light touch” approach to functional programming ensures error-free code without the complex math you might normally associate with FP.

Название: Multiplayer Game Development in Rust (MEAP v2)
Автор: Stephan Dilly, Lyon Becker
Издательство: Manning Publications
Год: 2022
Страниц: 150
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Use Rust to create a high performance and easy-to-scale multiplayer game that can handle hundreds of players. In Multiplayer Game Development in Rust you’ll learn how to build performance-optimized applications in Rust by developing your own multiplayer game backend. You’ll iterate on your backend in every chapter, adding new features as you go. Discover how Rust can deliver increased performance and memory safety, and take advantage of handy Rust tools and libraries that can help with the heavy lifting. Modern games often use completely different stacks for the frontend and backend. Developers end up needing to write the game logic twice, or they have to build complex solutions for data exchange. Rust is an ideal language for the whole project, delivering high performance on both client and server.

Название: Google Anthos in Action (MEAP v11)
Автор: Antonio Gulli
Издательство: Manning Publications
Год: 2022
Страниц: 795
Язык: английский
Формат: pdf, epub
Размер: 31.9 MB

Learn Anthos directly from the Google development team! Anthos delivers a consistent management platform for deploying and operating Linux and Windows applications anywhere—multicloud, edge, on-prem, bare metal, or VMware. In a cloud-centric world, all deployment is becoming hybrid deployment. Anthos is a modern, Kubernetes-based cloud platform that enables you to run your software in multicloud, hybrid, or on-premises deployments using the same operations tools and approach. With powerful automation features, it boosts your efficiency along the whole development lifecycle. Google Anthos in Action demystifies Anthos with practical examples of Anthos at work and invaluable insights from the Google team that built it. Anthos is built on a simple concept: write once, and run anywhere—whether that’s on-prem, in any public cloud, on the edge, or all three.