Machine Learning and Metaheuristic Computation

Автор: literator от 2-03-2025, 18:18, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Machine Learning and Metaheuristic Computation
Автор: Erik Cuevas, Jorge Galvez, Omar Avalos, Fernando Wario
Издательство: Wiley-IEEE Press
Год: 2025
Страниц: 431
Язык: английский
Формат: True/Retail PDF, True EPUB
Размер: 29.6 MB

Learn to bridge the gap between Machine Learning and metaheuristic methods to solve problems in optimization approaches. Few areas of technology have greater potential to revolutionize the globe than Artificial Intelligence. Two key areas of Artificial Intelligence, Machine Learning and metaheuristic computation, have an enormous range of individual and combined applications in Computer Science and technology. To date, these two complementary paradigms have not always been treated together, despite the potential of a combined approach which maximizes the utility and minimizes the drawbacks of both. Machine Learning and Metaheuristic Computation offers an introduction to both of these approaches and their joint applications. Both a reference text and a course, it is built around the popular Python programming language to maximize utility. It guides the reader gradually from an initial understanding of these crucial methods to an advanced understanding of cutting-edge Artificial Intelligence tools. For enthusiasts and practitioners in Machine Learning who may not be well-versed in metaheuristic computation, this book is an essential resource.
 

Mastering Machine Learning From Fundamentals to Advanced Techniques

Автор: literator от 2-03-2025, 16:48, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Mastering Machine Learning From Fundamentals to Advanced Techniques
Автор: Vanita B
Издательство: Independently published
Год: December 19, 2024
Язык: английский
Формат: pdf
Размер: 26.9 MB

Embark on a transformative journey through the captivating world of Machine Learning. This comprehensive guide takes you from foundational principles to the cutting-edge techniques defining the future of Artificial Intelligence (AI). Whether you're a beginner with a curiosity for data or an experienced practitioner looking to refine your skills, this resource offers a structured and immersive learning experience. Understand the essential mathematics and programming concepts crucial to Machine Learning. Dive deep into the most pivotal algorithms that form the bedrock of Machine Learning applications. Whether you aim to innovate in tech, improve decision-making processes, or simply satisfy your curiosity about intelligent systems, "Mastering Machine Learning" equips you with the knowledge and tools to succeed.
 

Introduction to Geometric Computing

Автор: krutisvet от 2-03-2025, 13:59, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ


Название: Introduction to Geometric Computing
Автор: Sherif Ghali
Издательство: Springer
Год: 2008
Формат: pdf
Страниц: 330
Размер: 13,3 Мб
Язык: английский

Although geometry has been a flourishing discipline for millennia, most of it has seen either no practical applications or only esoteric ones. Computing is quickly making much of geometry intriguing not only for philosophers and mathematicians, but also for scientists and engineers. What is the core set of topics that a practitioner needs to study before embarking on the design and implementation of a geometric system in a specialized discipline? This book attempts to find the answer.
Every programmer tackling a geometric computing problem encounters design decisions that need to be solved. What may not be clear to individual programmers is that these design decisions have already been contemplated by others who have gone down some system design path only to discover (usually much later) that the design decisions that were made were lacking in some respect. This book reviews the geometric theory then applies it in an attempt to find that elusive “right” design.
 

Math Code Projects

Автор: literator от 2-03-2025, 07:52, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Math Code Projects
Автор: Alisa Turing
Издательство: Publifye
Год: 2025
Страниц: 203
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Math Code Projects unveils the synergy between mathematics and programming, demonstrating how coding can illuminate complex mathematical principles. By actively engaging with concepts like number theory, linear algebra, and calculus through Python, readers can transform passive learning into active discovery. The book showcases how number theory underpins cryptography for secure communication and how linear algebra facilitates image processing and data analysis. This book uniquely emphasizes hands-on learning. Starting with Python fundamentals, it progresses through mathematical domains, offering step-by-step code examples and practical projects. Each chapter builds upon the previous one, culminating in advanced projects that integrate multiple mathematical disciplines, such as simulating physical phenomena or creating optimization algorithms.
 

Python Unleashed: Mastering Data Analysis and Machine Learning

Автор: literator от 2-03-2025, 04:45, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Python Unleashed: Mastering Data Analysis and Machine Learning
Автор: ByteNovus
Издательство: ByteNovus
Год: September 23, 2024
Страниц: 185
Язык: английский
Формат: pdf
Размер: 10.1 MB

Python Unleashed: Mastering Data Analysis and Machine Learning is an in-depth guide tailored for data scientists, engineers, and Python enthusiasts looking to expand their expertise in data analysis and Machine Learning. This comprehensive resource covers essential libraries like NumPy, Pandas, Matplotlib, and Scikit-Learn while also delving into advanced Machine Learning topics such as neural networks, Deep Learning with TensorFlow, and natural language processing (NLP). With practical examples and hands-on projects, this book empowers readers to build robust models and perform data analysis efficiently. Whether you're dealing with time-series data, image processing, or statistical visualizations, Python Unleashed provides the tools needed to succeed in the data-driven world.
 

Regular Expressions Machinery: The Illustrated Guide

Автор: literator от 1-03-2025, 21:13, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Regular Expressions Machinery: The Illustrated Guide
Автор: Staffan Nöteberg
Издательство: Rekursiv AB
Год: 2025
Страниц: 155
Язык: английский
Формат: pdf
Размер: 10.8 MB

Get a Grip on the Regex Machinery. To effectively use regular expressions, you need to understand how the machinery works under the hood. It’s about taking control of the search process, controlling how the pattern is matched, and thus getting both faster and more accurate results. In this illustrated guide, you gain precisely that understanding. You can even get started without any prior knowledge of regular expressions. Before you know it, advanced tools like reluctant, lookbehind and nondeterministic finite automata will be at your fingertips as you write efficient and elegant regexes with ease. This book is written for those who want to deeply understand regular expressions. Maybe you’ve come across them in programming languages or tools, but never really understood how they work under the hood. The book presents complex concepts in a simple and visual way, with clear examples and practical applications. Whether you are a programmer, data analyst, or just want to get better at text processing, this book will take your knowledge to the next level. The goal of the book is to give you a deep understanding of regular expressions so that you can use them with confidence and efficiency in your work. If you regularly use regular expressions in languages like Java, C#, Python, or Ruby, you’ll be able to write more efficient, accurate, and readable expressions after reading this book.
 

The Unity Game Engine: A Comprehensive Guide to Unity for Game Developers

Автор: literator от 1-03-2025, 18:26, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: The Unity Game Engine: A Comprehensive Guide to Unity for Game Developers
Автор: Atharv Singh
Издательство: Independently published
Год: September 23, 2024
Страниц: 156
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

A Comprehensive Guide for Game Developers offers an in-depth journey into the world of Unity, the leading game engine used by professionals and hobbyists alike. Whether you're just starting your game development journey or are an experienced developer looking to sharpen your skills, this book provides everything you need to know. Covering core Unity concepts, scripting with C#, graphics, animation, physics, UI design, and optimization, each chapter is packed with real-world examples and practical insights. Unity is an incredibly powerful game development engine that has reshaped the landscape of interactive entertainment. Over the past four years, I've had the privilege of working with Unity on a wide variety of projects. Throughout this journey, I’ve come to appreciate not only the flexibility and potential of Unity but also the challenges that come with mastering it.
 

Построение пользовательских интерфейсов

Автор: umkaS от 1-03-2025, 15:47, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Построение пользовательских интерфейсов
Автор: Малышев К. В.
Издательство: ДMK
Год: 2021
Cтраниц: 268
Формат: pdf
Размер: 12 мб
Язык: русский

Интерфейс — лицо электронного продукта. Лицо успешных сайтов, приложений и программ вызывает у пользователей доверие и симпатию. Построение пользовательских интерфейсов — интересная и многогранная работа. Эта книга будет полезна всем, кто участвует в работе над созданием электронных продуктов. Вы начинающий дизайнер интерфейсов?
 

AI Essentials for Tech Executives

Автор: literator от 1-03-2025, 15:16, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: AI Essentials for Tech Executives: A Practical Guide to Unlocking the Competitive Potential of AI
Автор: Hamel Husain, Greg Ceccarelli
Издательство: O’Reilly Media, Inc.
Год: 2025-02-27
Страниц: 166
Язык: английский
Формат: pdf, epub
Размер: 11.1 MB

AI is reshaping industries, but for many technology leaders, bridging the gap between technical teams and executive decision-making remains a challenge. This clear, practical guide is here to help you navigate the complexities of AI so you can make informed choices and align AI initiatives with business goals. Authors Hamel Husain, an experienced AI practitioner, and Greg Ceccarelli, a seasoned executive leader, share the tools you need to cut through the hype, understand the realities of AI, and unlock its potential to create a competitive edge in your organization. Designed specifically for tech executives managing teams responsible for shipping AI products, this concise yet actionable report simplifies the intricacies of AI strategy and implementation. With its real-world insights, templates, and cheat sheets, it will give you the confidence to shape an AI road map, foster innovation, and effectively translate technical potential into business results.
 

Machine Learning Fundamentals: Concepts, Models, and Applications

Автор: literator от 1-03-2025, 14:45, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Machine Learning Fundamentals: Concepts, Models, and Applications
Автор: Rajeev Sahay, Amar Sahay
Издательство: Business Expert Press, LLC
Год: 2025
Страниц: 264
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Machine Learning Fundamentals provides a comprehensive overview of Data Science, emphasizing Machine Learning (ML). This book covers ML fundamentals, processes, and applications, that are used as industry standards. Both supervised and unsupervised learning ML models are discussed. Topics include data collection and feature engineering techniques as well as regression, classification, neural networks (Deep Learning), and clustering. Motivated by the success of ML in various fields, this book is designed for a wide audience coming from various disciplines such as engineering, IT, or business and is suitable for those getting started with ML for the first time. This text can also serve as the main or supplementary text in any introductory data science course from any discipline, offering real-world applications and tools in all areas. The background needed for Data Science and ML, among other areas, includes the knowledge of linear algebra, statistics and probability, and programming (the most commonly used programming language is Python). This book provides fundamental concepts of ML, managing data and evaluating ML models, the computer packages used in ML, the problem-solving approaches for ML—supervised and unsupervised learning models and their applications, neural networks and Deep Learning models, training ML models, current state, problems solved using ML, and outlook of the field.