Название: Getting Started with Artificial IntelligenceАвтор: Lynn Walker
Издательство: Winmedia Press
Серия: Artificial Intelligence Fundamentals Book 3
Год: 2024
Страниц: 177
Язык: английский
Формат: pdf
Размер: 10.1 MB
Getting Started with Artificial Intelligence by Lynn Walker is a comprehensive guide designed for intermediate to advanced students eager to explore the world of AI. This book demystifies the core technologies driving Artificial Intelligence (AI), providing a practical, hands-on approach to understanding and leveraging AI for personal and professional growth.
In this book, you will learn about the ethical considerations of AI, the importance of mass adoption for defense against misuse, and how to approach AI with a critical mind to mitigate misinformation. Through a structured, project-based learning methodology, you will build a Personalized Learning Assistant (PLA) that adapts to your learning pace and preferences, offering interactive exercises, immediate feedback, and resource recommendations.
Welcome to "Getting Started with Artificial Intelligence," the third book in the AI Fundamentals series. In the first two books, we laid the groundwork for understanding AI—defining its core concepts, exploring its history, and examining its key technologies. Now, it's time to roll up our sleeves and get our hands dirty!
This book will provide you with a practical and hands-on introduction to working with AI. We'll dive into the essential tools, techniques, and processes you need to create your own AI projects. This isn't just about learning theory—it's about building real-world skills and acquiring the knowledge to confidently navigate the exciting world of AI development.
We'll be taking everything you learned from the first two books and putting it into action. You'll discover how to set up your AI development environment, master fundamental programming skills, and manage data effectively for AI projects. We'll then guide you through building your very first AI project - a personalized learning assistant that will teach you the core concepts of AI through interactive learning experiences.
Think of this book as your personalized guide to AI development. It's like having a dedicated tutor who will walk you through every step, answer your questions, and provide the encouragement you need to succeed. By the end of this book, you'll have the skills and confidence to explore the limitless potential of AI and apply your knowledge to various projects that ignite your curiosity.
Key topics covered include:
Setting up your AI development environment
Data management and preprocessing
Building, training, and evaluating AI models using TensorFlow and Keras
Addressing data quality issues and preparing data for AI projects
Practical guidance on AI model training and deployment
Whether you are a student, an industry professional, or an AI enthusiast, "Getting Started with Artificial Intelligence" equips you with the knowledge and skills to confidently navigate and contribute to the rapidly evolving field of AI.
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