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Название: Predictive Analytics for the Modern Enterprise: A Practitioner’s Guide to Designing and Implementing Solutions (Fourth Early Release)
Автор: Nooruddin Abbas Ali
Издательство: O’Reilly Media, Inc.
Год: 2023-08-31
Страниц: 210
Язык: английский
Формат: epub (true), mobi
Размер: 10.8 MB

If you're a data professional, you need to be aligned with your company's business activities more than ever before. This practical book provides the background, tools, and best practices necessary to help you design, implement, and operationalize predictive analytics in the cloud. Author Nooruddin Abbas Ali, principal solutions architect at MongoDB, brings you up to speed through industry use cases and end-to-end hands-on examples. At the time of writing this book, there was a lot of buzz about Artificial Intelligence (AI) and Machine Learning (ML). But how did we get from simple calculations to a chatbot having coherent conversations with other humans? From statistical extrapolation of sales figures to planning stocks based on predicted sales, enterprises have come a long way. This journey from data producing to data consuming and finally data driven is what I explore in this first chapter. Together I want to delve into the details of how data analytics has evolved over time, what is predictive analytics (PA) at its roots and its place in the analytical world. I then go on to discuss its role when it comes to data modeling and Machine Learning and the tools available today that can help us do just that. While Tensorflow with Python gives us a strong foundation on Machine Learning and its use for predictive analytics, it’s worthwhile to explore AI/ML services from major public cloud providers.

Название: Fluent React: Build Fast, Performant, and Intuitive Web Applications (Sixth Early Release)
Автор: Tejas Kumar
Издательство: O’Reilly Media, Inc.
Год: 2023-08-21
Страниц: 285
Язык: английский
Формат: epub (true), mobi, pdf
Размер: 10.2 MB

When it comes to building user interfaces on the web, React enables web developers to unlock a new world of possibilities. This practical book helps you take a deep dive into fundamental concepts of this jаvascript library, including JSX syntax and advanced patterns, the virtual DOM, React reconciliation, and advanced optimization techniques. By becoming fluent in React, you'll quickly learn how to build better web applications. Author Tejas Kumar helps you explore the depths of React in plain English, without the typical software engineering jargon, so you can more easily understand how this jаvascript library works. You'll learn how to write intuitive React code that fully understands the nuances and layers of React, unlocking a whole new level of fluency. We’ll start with the basics of React, and then dive deeper and deeper into the details of how React works.

Название: Learning Go: An Idiomatic Approach to Real-World Go Programming, 2nd Edition (Fifth Early Release)
Автор: Jon Bodner
Издательство: O’Reilly Media, Inc.
Год: 2023-07-11
Страниц: 386
Язык: английский
Формат: epub (true), mobi, pdf
Размер: 10.2 MB

Go has rapidly become the preferred language for building web services. Plenty of tutorials are available to teach Go's syntax to developers with experience in other programming languages, but tutorials aren't enough. They don't teach Go's idioms, so developers end up recreating patterns that don't make sense in a Go context. This practical guide provides the essential background you need to write clear and idiomatic Go. No matter your level of experience, you'll learn how to think like a Go developer. Author Jon Bodner introduces the design patterns experienced Go developers have adopted and explores the rationale for using them. This updated edition also shows you how Go's generics support fits into the language.

Название: Использование Docker
Автор: Моуэт Эдриен
Издательство: М.: ДMK
Год: 2017
Cтраниц: 356
Формат: pdf
Размер: 19 мб
Язык: русский

Разработка и развёртывание программного обеспечения с помощью контейнеров. Контейнеры Docker предоставляют простые быстрые и надёжные методы разработки, распространения и запуска программного обеспечения, особенно в динамических и распределённых средах. Из этого практического руководства вы узнаете, почему контейнеры так важны, какие преимущества вы получите от применения Docker и как сделать Docker частью процесса разработки.

Название: GIT: A Beginner's Guide to Version Control System Excellence
Автор: Vinay Singh and Rakshit Singh
Издательство: RoseDog Books
Год: 2023
Страниц: 158
Язык: английский
Формат: epub
Размер: 12.1 MB

Agile and Kanban in modern development methodologies have changed the way software development world and business deliveries. The whole efforts are given to migrate from old style traditional centralized version control systems (VCSs) to a lightweight, distributed version control system (DVCS). As business continuity is an essential requirement in every aspect, especially in Real Time mission-critical applications like financial, defense, banking, and space domain, etc. Git has been around since 2014 and developed as an advanced and modern Version Control System (DVCS). Its following strengths can help you as a git administrator or expert in DevOps and Software development. This book covers all aspects of the advanced version control systems.

Название: Cloud Native Go: Building Reliable Services in Unreliable Environments, 2nd Edition (Second Early Release)
Автор: Matthew A. Titmus
Издательство: O’Reilly Media, Inc.
Год: 2023-09-01
Страниц: 119
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

Learn how to use Go's strengths to develop services that are scalable and resilient even in an unpredictable environment. With this book's expanded second edition, Go developers will explore the composition and construction of cloud native applications, from lower-level Go features and mid-level patterns to high-level architectural considerations. Each chapter in this new edition builds on the lessons of the last, walking intermediate to advanced developers through Go to construct a simple but fully featured distributed key-value store. You'll learn about Go generics, dependability and reliability, memory leaks, and message-oriented middleware. New chapters on security and distributed state delve into critical aspects of developing secure distributed cloud native applications.

Название: Pro Spring 6 with Kotlin: An In-depth Guide to Using Kotlin APIs in Spring Framework 6
Автор: Peter Spath, Iuliana Cosmina, Rob Harrop, Chris Schaefer
Издательство: Apress
Год: 2023
Страниц: 938
Язык: английский
Формат: pdf (true), epub
Размер: 36.8 MB

Master the fundamentals of Spring Framework 6 while learning from the real-world experiences of Spring experts. Over the course of this book, you'll learn how to leverage Spring 6 in tandem with the Kotlin programming language to build complex enterprise applications from top to bottom. From monoliths to cloud native apps for streaming microservices, you’ll gain insight into every aspect of the process, including transactions, data access, persistence, and web and presentation tiers. As you progress through the book, the authors demonstrate how to run Kotlin with a single command, deploy new utility methods in String class, use Local-Variable Syntax for Lambda Parameters Nested Based Access Control, read/write strings to and from files, and using Flight Recorder. Also, a whole new generation of dependencies are available, and you’ll see exactly how to make optimal use of them. A full sample application will show you how to apply Spring 6’s new tools and techniques and see how they work together. Covering version 6 of the Spring Framework, this book is the most comprehensive Spring reference and practical guide available for harnessing the power of this leading enterprise Java application development framework. This edition covers core Spring and its integration with other leading Java technologies, such as Hibernate, JPA 3, Thymeleaf, Kafka, GraphQL, and WebFlux, using Kotlin as a programming language.

Название: Introducing Functional Programming Using C#: Leveraging a New Perspective for OOP Developers
Автор: Vaskaran Sarcar
Издательство: Apress
Год: 2023
Страниц: 314
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Understand the power of C#, a multi-paradigm language. This book will help you learn, analyze, and harness the functional aspects of C# so you can create a better program. The book is divided into two parts. Part I starts with an overview of functional programming (FP). It covers the building blocks for FP: functions and immutability. You will learn about the built-in supports for FP, first- and higher-order functions (HOF), functional purity and side effects, different forms of immutability, and much more. Part II includes discussions on functional composition using pipelining and currying. It also explains how to handle temporal coupling and discusses partial functions and useful functional patterns (such as Map, Bind, Filter, and Fold). Author Vaskaran Sarcar takes you through functional exception-handling mechanisms and provides additional tips to make your programs more efficient. After reading the book, you will understand and be able to implement key aspects of FP. You will be able to produce better code (and refactor existing code) by combining the best techniques from both FP and object-oriented programming (OOP) paradigms.

Название: Quantitative Trading Strategies Using Python: Technical Analysis, Statistical Testing, and Machine Learning
Автор: Peng Liu
Издательство: Apress
Год: 2023
Страниц: 341
Язык: английский
Формат: pdf (true), epub
Размер: 16.3 MB

Build and implement trading strategies using Python. This book will introduce you to the fundamental concepts of quantitative trading and shows how to use Python and popular libraries to build trading models and strategies from scratch. It covers practical trading strategies coupled with step-by-step implementations that touch upon a wide range of topics, including data analysis and visualization, algorithmic trading, backtesting, risk management, optimization, and machine learning, all coupled with practical examples in Python. Part one of Quantitative Trading Strategies with Python covers the fundamentals of trading strategies, including an introduction to quantitative trading, the electronic market, risk and return, and forward and futures contracts. Part two introduces common trading strategies, including trend-following, momentum trading, and evaluation process via backtesting. Part three covers more advanced topics, including statistical arbitrage using hypothesis testing, optimizing trading parameters using Bayesian optimization, and generating trading signals using a Machine Learning approach. Machine Learning can be used in pairs trading in several ways to improve the effectiveness of trading strategies.

Название: DevOps для ИТ-менеджеров: концентрированное структурированное изложение передовых идей
Автор: Скрынник О.В.
Издательство: ДMK
Год: 2019 - 2-е изд.
Cтраниц: 126
Формат: pdf (ocr)
Размер: 17 мб
Язык: русский

В книге четко и последовательно изложены ключевые понятия, принципы и практики DevOps, дано определение DevOps и его место относительно других методологий управления ИТ, включая Agile. Эта книга не про автоматизацию, она акцентирована на разъяснение сути DevOps, построение команды и управление ИТ, без привязки к конкретным технологиям и инструментам.