Description
This book is the most comprehensive, practical, and accessible guide to Artificial Intelligence and Machine Learning available today. It has been carefully designed to become your permanent reference manual, regardless of the field you work in, the position you aspire to, or your level of knowledge. From beginners to experts, this handbook is designed to accompany you at every step, from your first encounter with AI to the implementation of advanced projects in companies across all industries.
The content is structured into clear and precise modules that allow you to progress step by step from fundamental concepts to advanced techniques and real-world use cases, covering absolutely all relevant aspects to successfully understand and apply Artificial Intelligence. You will find detailed explanations on AI classification, Machine Learning methods, data analysis, Natural Language Processing (NLP), Big Data, Internet of Things (IoT), and data visualization through intuitive diagrams. Additionally, it delves into specific and high-potential areas such as TinyML, model implementation on microcontrollers, and AI optimization for Edge devices and IoT systems.
This book is not just theory—it is designed for direct application in real-world environments. It guides you step by step in managing Artificial Intelligence projects, covering everything from initial goal definition, risk analysis, and quality management to model development, implementation, continuous monitoring, and effective change management within organizations. All methods are clearly explained, accompanied by numerous practical examples, essential algorithms broken down step by step, and visual diagrams that simplify understanding and facilitate communication of results to any audience.
It also covers critical topics in detail, such as ethics and bias in AI systems—issues that are becoming increasingly important and necessary for any modern professional. You will learn how to identify and mitigate bias, ensure transparency, manage data privacy, and comply with current and future legal regulations.
Additionally, the book includes a carefully curated selection of over 110 frequently asked questions with detailed answers, as well as a unique glossary featuring more than 2,388 AI-related terms, making this handbook a true technical dictionary that you will continuously refer to throughout your professional career.
This book is not only for those who work exclusively in AI but also for professionals and leaders from any business department—from production, sales, marketing, finance, and human resources to logistics, technical, and legal areas. Understanding Artificial Intelligence is now essential to staying competitive, and this handbook provides exactly the tools you need to leverage AI to your advantage, regardless of your role.
If you are looking for a unique, comprehensive, and truly practical book that will always support you in all your AI and Machine Learning projects, you have just found it.
Attention, Recommendation!
AI-Manager + AI the Homo digitalis + KI & Big Data + 10 Projects Series
The perfect combination to master AI at a professional level.
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