Название: The Geometry of Intelligence: Foundations of Transformer Networks in Deep Learning
Автор: Pradeep Singh, Balasubramanian Raman
Издательство: Springer
Год: 2025
Страниц: 375
Язык: английский
Формат: pdf (true), epub
Размер: 17.5 MB

This book offers an in-depth exploration of the mathematical foundations underlying Transformer Networks, the cornerstone of modern AI across various domains. Unlike existing literature that focuses primarily on implementation, this work delves into the elegant geometry, symmetry, and mathematical structures that drive the success of Transformers. Through rigorous analysis and theoretical insights, the book unravels the complex relationships and dependencies that these models capture, providing a comprehensive understanding of their capabilities. Designed for researchers, academics, and advanced practitioners, this text bridges the gap between practical application and theoretical exploration. Readers will gain a profound understanding of how Transformers operate in abstract spaces, equipping them with the knowledge to innovate, optimize, and push the boundaries of AI. Whether you seek to deepen your expertise or pioneer the next generation of AI models, this book is an essential resource on the mathematical principles of Transformers.

Название: Algorithms in Advanced Artificial Intelligence
Автор: R.N.V. Jagan Mohan, B.H.V.S. Rama Krishnam Raju, V. Chandra Sekhar, T.V.K.P. Prasad
Издательство: CRC Press
Год: 2025
Страниц: 786
Язык: английский
Формат: pdf (true)
Размер: 86.4 MB

Algorithms in Advanced Artificial Intelligence is a collection of papers on emerging issues, challenges, and new methods in Artificial Intelligence, Machine Learning, Deep Learning, Cloud Computing, Federated Learning, Internet of Things, and Blockchain technology. It addresses the growing attention to advanced technologies due to their ability to provide “paranormal solutions” to problems associated with classical Artificial Intelligence frameworks. AI is used in various subfields, including learning, perception, and financial decisions. It uses four strategies: Thinking Humanly, Thinking Rationally, Acting Humanly, and Acting Rationally. The authors address various issues in ICT, including Artificial Intelligence, Machine Learning, Deep Learning, Data Science, Big Data Analytics, Vision, Internet of Things, Security and Privacy aspects in AI, and Blockchain and Digital Twin Integrated Applications in AI.

Название: Идеи машинного обучения: от теории к алгоритмам
Автор: Шалев-Шварц Ш. , Бен-ДавидШ.
Издательство: ДМК
Год: 2019
Cтраниц: 436
Формат: pdf (ocr)
Размер: 13 мб
Язык: русский

Машинное обучение — один из самых быстро развивающихся разделов информатики, с приложениями в самых разных областях. Цель этой книги — познакомить читателя с фундаментальными принципами машинного обучения и характерными для него алгоритмическими парадигмами.

Название: Quantum Computing: Fundamental Principles of Quantum Computing Systems
Автор: Richard Skiba
Издательство: After Midnight Publishing
Год: 2025
Страниц: 946
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Quantum computing is revolutionizing the way we approach computation, unlocking unprecedented capabilities that challenge the limits of classical computers. This book is a guide for anyone seeking to understand the complexities of this emerging field. Whether you are a student, researcher, or technology enthusiast, this book provides a comprehensive exploration of the core concepts, algorithms, hardware, and real-world applications of quantum computing. The book begins with a solid introduction to quantum mechanics, the foundational science that makes quantum computing possible. Readers will gain an understanding of key principles such as superposition, entanglement, and quantum interference—phenomena that enable quantum computers to process vast amounts of data in parallel. The discussion then shifts to qubits, the fundamental building blocks of quantum computation, explaining their physical implementations using superconducting circuits, trapped ions, photonic systems, and other technologies. This book is an indispensable resource for understanding one of the most exciting technological frontiers of our time.

Название: How To Use ChatGPT As Your Personal Assistant
Автор: Anthem Publishing
Издательство: Anthem Publishing
Год: 2025
Страниц: 132
Формат: PDF
Размер: 83,1 MB
Язык: английский

There are times when everyone feels like they could do with a personal assistant to help lift the burdens of work and everyday life. ChatGPT is the answer for people who can’t afford to hire a real PA. We’ll show you how you can turn ChatGPT into the perfect PA, helping you to manage work and personal projects and brainstorm ideas. Inside, you’ll find sections that cover managing projects, doing research, writing reports, helping around the house, and much more.

Название: PHP Fast Track Guide - 86 Key Points Every Programmer from Other Languages Should Master
Автор: Ginno
Издательство: Blue Summit Bridge Press
Год: 2025
Страниц: 249
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

PHP is one of the most widely used programming languages for web development. For developers who are already proficient in other languages, mastering PHP efficiently requires a targeted approach. This book distills 86 essential concepts that experienced programmers need to understand in order to transition to PHP quickly. From weak typing nuances and superglobals to advanced features like traits, namespaces, and magic methods, this guide covers the core of PHP with concise, practical explanations. Avoid common pitfalls, leverage PHP's unique functionalities, and accelerate your learning curve. Whether you're coming from Python, jаvascript, Java, or any other language, this book will give you the essential PHP knowledge you need. Take your PHP skills to the next level with structured insights and hands-on techniques.

Название: Numerical Methods for Engineering and Data Science
Автор: Rolf Wuthrich, Carole El Ayoubi
Издательство: CRC Press
Год: 2025
Страниц: 478
Язык: английский
Формат: pdf (true), epub
Размер: 43.5 MB

Numerical Methods for Engineering and Data Science guides students in implementing numerical methods in engineering and in assessing their limitations and accuracy, particularly using algorithms from the field of Machine Learning. The textbook presents key principles building upon the fundamentals of engineering mathematics. It explores classical techniques for solving linear and nonlinear equations, computing definite integrals and differential equations. Emphasis is placed on the theoretical underpinnings, with an in-depth discussion of the sources of errors, and in the practical implementation of these using Octave. Each chapter is supplemented with examples and exercises designed to reinforce the concepts and encourage hands-on practice. The second half of the book transitions into the realm of Machine Learning. The authors introduce basic concepts and algorithms, such as linear regression and classification. In the present book, we use Octave for the first part, and the Python library SciKit Learn in the second part.

Название: The Deep Learning Engineer's Handbook: From Fundamentals to Advanced Techniques with Scikit-Learn, Keras, and TensorFlow
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1649
Язык: английский
Формат: epub (true)
Размер: 13.8 MB

"The Deep Learning Engineer's Handbook: From Fundamentals to Advanced Techniques with Scikit-Learn, Keras, and TensorFlow" is a comprehensive guide designed for STEM professionals looking to master Deep Learning implementation. The book is structured to take readers from foundational concepts to advanced applications, covering essential neural network architectures, training methodologies, and deployment strategies. This practical handbook features extensive code examples using popular frameworks like TensorFlow, Keras, and Scikit-Learn, enabling readers to build working models from scratch. The content progresses logically through Machine Learning fundamentals, convolutional neural networks, recurrent architectures, transformers, and generative models, culminating in production deployment techniques. Perfect for engineers, data scientists, and researchers seeking to implement cutting-edge Deep Learning solutions, this handbook serves as both a learning resource and reference guide for building intelligent systems.

Название: From Culture to Code: Leading Software Engineering Teams Effectively
Автор: Jonathan Sosa
Издательство: Apress
Год: 2025
Страниц: 141
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This book is a comprehensive guide written for software engineering professionals who are, or aspire to be, in leadership positions. It begins with essential soft skills, teaching you how to build an influential presence, make confident decisions, guide teams through challenges, and inspire excellence by setting high standards. It continues with sections on acquiring talent, managing, and supporting your team. Learn to write job descriptions that attract top talent, set up a smooth hiring pipeline, and seamlessly onboard new hires. Discover how to structure teams to minimize cognitive load and foster collaboration. Gain actionable insights into goal-setting, including defining OKRs, tracking progress, setting clear expectations, and conducting meaningful evaluations to recognize top performers and support growth. A CI/CD pipeline automates delivering code from an engineer’s computer to a usable software package. This includes a code review process, static and security checks, compilation, test automation, integration, and deployment to test and production environments. For Senior Engineering Managers, Director of Engineering, VP of Engineering, and CTOs. And software engineering professionals who aspire to be in these positions.

Название: MATLAB for Civil Engineers: From Basics to Advanced Applications
Автор: Dimitrios Sargiotis
Издательство: Springer
Год: 2025
Страниц: 1012
Язык: английский
Формат: pdf (true)
Размер: 43.2 MB

This book is a comprehensive and rigorous guide to MATLAB for Civil Engineers, bridging the critical gap between theoretical mathematics and practical engineering solutions. With an approachable introduction for students and deep insights for experienced professionals, it caters to a wide range of audiences across civil engineering disciplines—environmental, structural, geotechnical, and transportation engineering. Structured to guide readers progressively, the book begins with foundational MATLAB operations such as syntax and matrix manipulation, then advances into sophisticated engineering applications, including optimization, numerical methods, and data visualization. It covers essential MATLAB functionalities, offering detailed instruction on computation, visualization, and programming, all within the context of solving real-world engineering challenges.