Название: Data Mining: учебный курс
Автор: Дюк В.А., Самойленко А.П.
Издательство: СПб: Питер
Год: 2001
Cтраниц: 370
Формат: djvu
Размер: 11 мб
Язык: русский

Не новая, но прекрасная книга по Data Mining на русском. Содержит все основные методы, интересные примеры, понятные формулы, код. В книге приводится объективный аналитический обзор методов и программных продуктов Data Mining. Подробно рассматриваются статистические пакеты, нейросети, эволюционные методы и алгоритмы поиска логических закономерностей. Описываются наиболее популярные инструментальные средства Data Mining. Разбираются практические примеры.

Название: Mastering Python: 50 Specific Tips for Writing Better Code: Practical Strategies for Writing High-Quality Python Code
Автор: Dane Olsen
Издательство: Ziyob Publishers
Год: 2023
Страниц: 345
Язык: английский
Формат: pdf, azw3, epub (true), mobi
Размер: 10.2 MB

Unlock the Secrets to Python Mastery! Are you ready to take your Python coding skills to the next level? Look no further! "Mastering Python: 50 Specific Tips for Writing Better Code" is your ultimate guide to becoming a Python expert. Python is one of the most popular and versatile programming languages in the world, and mastering it can open up a world of opportunities. Whether you're a beginner looking to build a solid foundation or an experienced developer aiming to enhance your expertise, this book has something valuable for you. The book is divided into 50 chapters, each of which covers a specific aspect of Python programming. The chapters are organized in a logical and progressive order, with each chapter building upon the previous one. This makes it easy for readers to follow along and learn at their own pace.

Название: jаvascript Crash Course: A Hands-On, Project-Based Introduction to Programming (Early Access)
Автор: Nick Morgan
Издательство: Manning Publications
Год: 8/24/2023
Страниц: 346
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

A fast-paced, thorough programming introduction that will have you writing your own software and web applications in no time. jаvascript is the programming language of the internet—the secret sauce that makes websites dynamic, responsive, and all-around awesome. This fast-paced tutorial quickly teaches total beginners how to code in this popular, easy-to-learn language. Light-hearted and hands-on, the book introduces you to programming essentials through fun examples, hands-on exercises, and cool projects like building a Pong-style computer game. jаvascript is a very forgiving language— sometimes to a fault— and that made it a very gentle introduction to programming for me and countless others. So many people have chosen jаvascript as a first programming language because of how easy it is to get started: it’s right there waiting for you in your web browser!

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.