Название: Production Engineering from DevOps to MLOps
Автор: Arnab Bose, Sebastien Donadio
Издательство: Leanpub
Год: 2023-06-29
Страниц: 124
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

The book to bridge DevOps and MLOps. This book takes a DevOps approach to MLOps and uniquely positions how MLOps is an extension of well-established DevOps principles using real-world use cases. It leverages multiple DevOps concepts and methodologies such as CI/CD and software testing. It also demonstrates the additional concepts from MLOps such as continuous training that expands CI/CD/CT to build, operationalize and monitor ML models. This book targets three different personas. First, data engineers and DevOps engineers who manage ML data and model platforms, deploy ML model software into production and monitor them. Second, full-stack data scientists who not only build ML models but work on the end-to-end stack of the ML lifecycle starting with data ingestion to production deployment and monitoring. Third, project managers who need to understand the intricacies of the different steps in taking an ML model to production.

Название: Introduction to the Development of Web Applications Using ASP.Net (Core) MVC
Автор: Razvan Alexandru Mezei
Издательство: Springer
Год: 2023
Страниц: 321
Язык: английский
Формат: pdf (true)
Размер: 10.8 MB

This work is intended to be used as an introduction to Web applications development using ASP.Net (Core) MVC, primarily for undergraduate students. It assumes that our readers already have some experience with one programming language (ideally C#, but other similar languages, such as Java or C++, may suffice too). Readers will be introduced to various client-side languages and frameworks (such as HTML, CSS, jаvascript, and Bootstrap), learn about some server-side ones (C#, ASP.Net Core), and make use of an object relational mapper (the Entity Framework Core). The focus of this book is on the server-side development, in particular the MVC pattern.

Название: The Garbage Collection Handbook: The Art of Automatic Memory Management, 2nd Edition
Автор: Richard Jones, Antony Hosking, Eliot Moss
Издательство: CRC Press
Год: 2023
Страниц: 610
Язык: английский
Формат: pdf (true)
Размер: 12.8 MB

Modern technology developments have made memory management more challenging, interesting and important than ever. This second edition updates the handbook, bringing together a wealth of knowledge gathered by automatic memory management researchers and developers over the past sixty years. The authors compare the most important approaches and state-of-the-art techniques in a single, accessible framework. The book addresses new challenges to garbage collection made by recent advances in hardware and software. It explores the consequences of these changes for designers and implementers of high performance garbage collectors. Along with simple and traditional algorithms, the book covers state-of-the-art parallel, incremental, concurrent and real-time garbage collection. Algorithms and concepts are often described with pseudocode and illustrations. The adoption of garbage collection by almost all modern programming languages makes a thorough understanding of this topic essential for any programmer. This authoritative handbook gives expert insight on how different collectors work as well as the various issues currently facing garbage collectors. Armed with this knowledge, programmers can confidently select and configure the many choices of garbage collectors.

Название: Pro Spring 6: An In-Depth Guide to the Spring Framework, 6th Edition
Автор: Iuliana Cosmina, Rob Harrop, Chris Schaefer
Издательство: Apress
Год: 2023
Страниц: 949
Язык: английский
Формат: pdf
Размер: 22.1 MB

Master the Spring Framework, its fundamentals and core topics, and share the authors’ insights and real-world experiences. This book goes well beyond the basics: you'll learn how to leverage the latest Spring Framework 6 to build the various tiers and parts of today's modern, complex enterprise Java applications systems, top to bottom, including data access, SQL generation with jOOQ, persistence with Hibernate, transactions, set up security, classic web and presentation tiers and adding in some reactivity. Spring 6 will be based on the latest available Long Term Support (LTS) release, Java 17. So, you will be able to do the following in your Spring applications: use records, use new utility methods in String class; utilize Local-Variable Syntax for Lambda Parameters; Nested Based Access Control, and more. Integrating Spring with the most used frameworks and libraries is covered in this book, such as Testcontainers, Hibernate, jOOQ, Kafka and many others.

Название: Become A Ninja With Angular (v16.1.0)
Автор: Ninja Squad
Издательство: Ninja Squad
Год: 2023-06-14
Страниц: 327
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

Данное руководство поможет разработчикам понять философию Angular на практике (в настоящее время 16.1.3), новые инструменты (такие как ES2015, TypeScript, SystemJS, Webpack, Angular CLI ...) и каждую часть инфраструктуры. К концу чтения книги вы сможете начать свой проект и создавать свои удивительные приложения!

Название: Основы программирования
Автор: Окулов С.М.
Издательство: Лабopатopия знаний
Год: 2015 - 8-е изд., перераб.
Cтраниц: 336
Формат: pdf
Размер: 11 мб
Язык: русский

В книге рассмотрены фундаментальные положения программирования: конечная величина и конструируемые на ее основе различные типы данных; управляющие конструкции - элементарные составляющие любого алгоритма и основа управления вычислительным процессом; структуризация задач как основополагающий механизм их реализации на компьютере; упорядочение (сортировка) как основа эффективной работы с любыми данными и, наконец, перебор вариантов, как универсальная схема компьютерного решения задач.

Название: Advanced Kotlin
Автор: Marcin Moskala
Издательство: Leanpub
Год: 2023-06-28
Страниц: 351
Язык: английский
Формат: pdf (true), epub
Размер: 19.6 MB

The book about advanced Kotlin features most of us use, but nearly nobody understands, like variance modifiers, property delegation, interface delegation, contracts, multiplatform development, annotation processing, KSP, compiler plugins, and static analyzers. You can be a developer - even a good one - without understanding the topics explained in this book, but at some point, you’ll need it. You are likely using tools made using features described in this book every day, such as libraries based on annotation processing or compiler plugins, classes that use variance modifiers, functions with contracts, or property delegates, but do you understand these features? Would you be able to implement similar tools yourself? Would you be able to analyze and debug them? This book will make all this possible for you. It focuses exclusively on the most advanced Kotlin topics, which are often not well understood even by senior Kotlin developers.

Название: Functional Kotlin
Автор: Marcin Moskala
Издательство: Leanpub
Год: 2023-06-26
Страниц: 258
Язык: английский
Формат: pdf (true), epub
Размер: 14.6 MB

This book is about functional programming features in Kotlin. It first covers the essentials and then builds on them: it presents important and practical topics like collection processing, scope functions, and DSL usage and creation, context receivers. This book is about functional programming features in Kotlin. It first covers the essentials, and then it builds on them: it presents important and practical topics like collection processing, function references, scope functions, DSL usage and creation, and context receivers. This position is perfect for developers who know the basics of Kotlin and want to learn well a bit more advanced features. It is a natural continuation of Kotlin for developers: Essentials. It is based on the second day of the Kotlin for developers workshop and serves as one of the official workbooks for the workshop.

Название: Quarkus in Action (MEAP v3)
Автор: Martin Stefanko, Jan Martiska
Издательство: Manning Publications
Год: 2023
Страниц: 214
Язык: английский
Формат: pdf, epub
Размер: 12.5 MB

Build resilient and scalable, cloud-native, enterprise Java applications using the Quarkus framework. Quarkus is a Java framework that targets microservices and serverless system development. Crack open Quarkus in Action and you'll quickly see how Quarkus can streamline and speed up cloud-native application development. You’ll work hands-on from chapter one, as you build your application microservice-by-microservice. As you go, you’ll discover how Quarkus's powerful features like live reloading, continuous testing, and automatic database instances make development a dream. Learn how to implement your applications with cutting-edge technologies in Quarkus including gRPC and GraphQL, and reveal how Quarkus eases deployment with Kubernetes and OpenShift.

Название: Applied Deep Learning: Design and implement your own Neural Networks to solve real-world problems
Автор: Dr. Rajkumar Tekchandani, Dr. Neeraj Kumar
Издательство: BPB Publications
Год: 2023
Страниц: 624
Язык: английский
Формат: Retail PDF
Размер: 27.0 MB

A comprehensive guide to Deep Learning for Beginners. Deep Learning has become increasingly important due to the growing need to process and make sense of vast amounts of data in various fields. If you want to gain a deeper understanding of the techniques and implementations of deep learning, then this book is for you. The book presents you with a thorough introduction to AI and Machine learning, starting from the basics and progressing to a comprehensive coverage of Deep Learning with Python. You will be introduced to the intuition of Neural Networks and how to design and train them effectively. Moving on, you will learn how to use Convolutional Neural Networks for image recognition and other visual tasks. The book then focuses on localization and object detection, which are crucial tasks in many applications, including self-driving cars and robotics. You will also learn how to use Deep Learning algorithms to identify and locate objects in images and videos. In addition, you will gain knowledge on how to create and train Recurrent Neural Networks (RNNs), as well as explore more advanced variations of RNNs. Lastly, you will learn about Generative Adversarial Networks (GAN), which are used for tasks like image generation and style transfer.