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.

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.

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.

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.

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.

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.

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.

Название: Software Testing: An ISTQB-BCS Certified Tester Foundation Level guide (CTFL v4.0), 5th Edition
Автор: Geoff Thompson, Peter Morgan, Angelina Samaroo, John Kurowski, Peter Williams
Издательство: BCS
Год: 2024
Страниц: 288
Язык: английский
Формат: epub
Размер: 14.3 MB

This bestselling study guide explains the basic steps of software testing and how to perform effective tests in both traditional and Agile environments. It provides an overview of all key techniques, including dynamic and static, and guidance on exam preparation for the ISTQB Certified Tester Foundation Level exam (current to v4.0). This is the official BCS and UKITB textbook , and includes self-assessment exercises, guidance notes on the syllabus topics, plus examples and exercises reflecting current technology and applications, as well as example questions aligned to the syllabus. This brand new fifth edition is ideal for those with a little experience of software testing who wish to cement their knowledge with industry-recognised techniques and theory and those who wish to undertake the ISTQB CTFL v4.0 certification.

Название: Python for Beginners - 21th Edition 2025
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2025
Язык: английский
Формат: pdf
Размер: 53.4 MB

Python For Beginners is the first and only choice if you are a new adopter and want to learn everything you’ll need to get started with coding. This independent guide is crammed with helpful guides and step-by-step fully illustrated tutorials, written in plain easy to follow English. Over the pages of this new user guide you will clearly learn all you need to know about coding your own amazing apps. With this unofficial instruction manual at your side no problem will be unsolvable, no question unanswered as you learn, explore and enhance your user experience.

Название: Math for Programming: Learn the Math, Write Better Code (Final)
Автор: Ronald T. Kneusel
Издательство: No Starch Press
Год: 2025
Страниц: 504
Язык: английский
Формат: epub (true)
Размер: 21.9 MB

Every great programming challenge has mathematical principles at its heart. Whether you’re optimizing search algorithms, building physics engines for games, or training neural networks, success depends on your grasp of core mathematical concepts. In Math for Programming, you’ll master the essential mathematics that will take you from basic coding to serious software development. You’ll discover how vectors and matrices give you the power to handle complex data, how calculus drives optimization and machine learning, and how graph theory leads to advanced search algorithms. Programming is the art of transforming thought into code to accomplish a desired goal. This book seeks to improve that process by exploring the mathematics often present under the surface, if not out in the open. The topics discussed in this book are a condensed version of the mathematics required of most undergraduate computer science majors. At all times, the book presents a balance between the math and the way programmers use it via examples in Python, C, and other languages where appropriate. Often, the code examples are directly relevant to everyday coding problems.