Название: Modern Full Stack Development (Early Access)
Автор: Martin Krause
Издательство: Manning Publications
Год: 8/23/23
Страниц: 308
Язык: английский
Формат: pdf (true)
Размер: 23.3 MB

A hands-on, beginner-friendly approach to developing complete web applications from the ground up, using jаvascript and its most popular frameworks, including Node.js and React.js. This book is an easy, hands-on introduction to the creation of web applications from the ground up. Each chapter covers a particular part of an application, introducing you to modern techniques and architectural patterns for achieving it—with a practical focus on the most popular tools, libraries, and frameworks used by today’s full-stack developers. You’ll learn to build an entire application from start to finish, from creating a Node.js server, to developing a front-end interface with React.js components and Next.js pages. You’ll then expand your web application by writing REST and GraphQL APIs, implementing middleware, and connecting your application to a MongoDB database on the back end.

Название: Машинное обучение с использованием библиотеки Н2О
Автор: Кук Д.
Издательство: ДMK
Год: 2018
Cтраниц: 250
Формат: pdf (ocr)
Размер: 41 мб
Язык: русский

Н2О – простая в использовании и открытая библиотека, которая поддерживает большое количество операционных систем и языков программирования, а также масштабируется для обработки больших данных. Эта книга научит вас использовать алгоритмы машинного обучения, реализованные в Н2О, с упором на наиболее важные для продуктивной работы аспекты.

Название: Advanced Mathematical Techniques in Computational and Intelligent Systems
Автор: Sandeep Singh, Aliakbar Montazer Haghighi, Sandeep Dalal
Издательство: CRC Press
Серия: Computational and Intelligent Systems Series
Год: 2024
Страниц: 285
Язык: английский
Формат: pdf (true)
Размер: 17.3 MB

This book comprehensively discusses the modeling of real-world industrial problems and innovative optimization techniques such as heuristics, finite methods, operation research techniques, intelligent algorithms, and agent- based methods. The field of computational and intelligent systems has seen remarkable advancements in recent years. Mathematical techniques are at the heart of these developments, providing a powerful toolset for solving complex problems in a wide range of applications. This edited book, Advanced Mathematical Techniques Applicable in Computational and Intelligent Systems, brings together a diverse collection of chapters written by experts in their respective fields. This book covers a broad spectrum of mathematical techniques and their applications in computational and intelligent systems. It includes topics ranging from optimization techniques to mathematical modeling of biological systems, and from graph theory to public key cryptography.

Название: Binary Neural Networks: Algorithms, Architectures, and Application
Автор: Baochang Zhang, Sheng Xu, Mingbao Lin
Издательство: CRC Press
Год: 2024
Страниц: 218
Язык: английский
Формат: pdf (true)
Размер: 30.4 MB

Deep Learning has achieved impressive results in image classification, computer vision, and natural language processing. To achieve better performance, deeper and wider networks have been designed, which increase the demand for computational resources. The number of floatingpoint operations (FLOPs) has increased dramatically with larger networks, and this has become an obstacle for convolutional neural networks (CNNs) being developed for mobile and embedded devices. In this context, Binary Neural Networks: Algorithms, Architectures, and Applications will focus on CNN compression and acceleration, which are important for the research community. We will describe numerous methods, including parameter quantization, network pruning, low-rank decomposition, and knowledge distillation.

Название: Python Automation Mastery: From Novice To Pro (4 Books In 1)
Автор: Rob Botwright
Издательство: Independently published
Год: 2023
Страниц: 327
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

Welcome to the world of Python Automation Mastery, a comprehensive book bundle that will take you on an extraordinary journey from a novice to a pro in the realm of automation. Across four meticulously crafted volumes, we will embark on an exploration of Python's capabilities to automate tasks, solve complex problems, and enhance productivity. In today's fast-paced and technology-driven world, automation has become an indispensable skill. Python, with its simplicity and versatility, stands out as the perfect tool for the job. Whether you're a complete beginner looking to enter the world of programming or an experienced developer aiming to sharpen your automation skills, this book bundle is your roadmap to mastering Python automation.

Название: Getting Started with Scala: Object-Oriented and Functional Programming for Beginners
Автор: Team Educohack
Издательство: Educohack Press
Год: 2024
Страниц: 1214
Язык: английский
Формат: epub (true)
Размер: 14.7 MB

Getting Started with Scala: Object-Oriented and Functional Programming for Beginners is the perfect initiation into the world of programming, emphasizing the hybrid nature of Scala as it combines both functional and object-oriented paradigms. The book takes readers on a journey from the basics, covering object orientation and Scala Swing for desktop applications to web application development and services. With a focus on functional programming, it equips beginners with the knowledge and skills needed to write clean, efficient code. Whether exploring desktop interfaces or diving into web development, this book serves as an essential guide to harnessing Scala's power for versatile and modern programming.

Название: Introduction to Scientific Programming with Python: A Starting Point
Автор: Team Educohack
Издательство: Educohack Press
Год: 2024
Страниц: 2237
Язык: английский
Формат: epub (true)
Размер: 23.8 MB

Introduction to Scientific Programming with Python: A Starting Point serves as a foundational resource for anyone venturing into scientific programming. This book delves into Python programming and its application in scientific contexts, covering numerical methods, object-oriented programming, and vectorization techniques. Readers will explore Monte Carlo simulations, tackle numerical calculus, and solve ordinary differential equations. Whether you're a beginner or seeking to expand your programming skills, this book provides a solid starting point. It equips you with the essential knowledge and tools to engage in scientific programming, making it an invaluable asset for students and professionals alike.

Название: Foundations, Methods, and Algorithms: Computer Science Analysis
Автор: Team Educohack
Издательство: Educohack Press
Год: 2024
Страниц: 1064
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Foundations, Methods, and Algorithms: Computer Science Analysis is a comprehensive guide that delves into the core principles of Computer Science and numerical mathematics. This book covers a wide array of topics, including algorithms and their analysis, providing a solid foundation for understanding computational methods. With practical applications in mind, it incorporates tools like MATLAB and Maple to aid readers in implementing and solving problems. Whether you're a student or a professional in the field of Computer Science, this resource equips you with the knowledge and techniques needed to effectively analyze algorithms and tackle computational challenges. It's an essential reference for anyone seeking a deeper understanding of Computer Science analysis.

Название: Automated Sound Design
Автор: Eric Lyon
Издательство: A-R Editions, Inc.
Год: 2023
Страниц: 426
Язык: английский
Формат: pdf (true)
Размер: 11.0 MB

Sound design is a ubiquitous subject for electronic musicians working across a staggering array of contemporary musical styles and practices. There is an extensive literature covering the creation of Foley effects, and another body of literature addressing domain-specific applications of sound design technique, e.g., how to make bass sounds for Dubstep or how to produce drum sounds for Trap. There is also a computer music literature that focuses on the mathematics of digital signal processing as it pertains to implementing classic digital synthesis and processing techniques. Automated Sound Design addresses the topic from a different perspective, demonstrating the power of sound design when enhanced by automated structures implemented with computer programming. Through the techniques and projects developed in this book, the reader will learn how to create sound design scenarios that generate classes of sounds with controlled unpredictability and unlimited variety of output. This adventure will reveal new ways to work with additive synthesis, frequency modulation, analysis-transformation synthesis, drum machines, Black MIDI, and spatialization for binaural listening. jаvascript in Max is so wonderful that every serious Max user should know how to use it.

Название: Consuming APIs in Laravel
Автор: Ashley Allen
Издательство: Independently published
Год: 2023
Страниц: 455
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

Learn how to confidently integrate third-party APIs in your Laravel projects using maintainable, testable and extensible code.The world of APIs has finally been made simple! You've built a great app, but now your users want more power. Maybe they want their monthly reports to be sent to their accounting software. Perhaps they need to automatically create new tasks in their project management tool, or they want contact form submissions to be automatically sent to their CRM. There’s no doubt that integrating with third-party APIs and adding these features to your app is a great way to add value for your users , but it can also be super daunting to get started…