دانلود کتاب Keras 3 – راهنمای جامع یادگیری عمیق با API Keras و پایتون

Welcome to your deep dive into the world of deep learning and modern artificial intelligence (AI). Whether you’re a curious beginner taking your first steps into machine learning or an experienced programmer looking to master Keras, this book is designed to guide you through the concepts that power today’s most remarkable AI systems. From core algorithms that are deceptively simple to the modern large language models (LLMs) and photorealistic image generation giants, the techniques you’ll learn here form the foundation of modern AI. In this opening chapter, we won’t dive into the technical depths of neural networks or start building models just yet. Instead, we’ll focus on understanding what makes this book unique and how it can help you master state-of-the-art machine learning techniques. The concepts we’ll explore throughout these pages represent the same fundamental principles that drive breakthrough technologies such as ChatGPT, image generation systems, and autonomous vehicles. Every great journey begins with understanding the path ahead, and that’s exactly what we’ll accomplish in this chapter. We’ll explore why deep learning has become so powerful, why Keras is the perfect tool for learning these concepts, and how this book is structured to take you from foundational principles to advanced applications. This foundation will prove invaluable as we progress through increasingly sophisticated topics, ensuring you’re well-equipped to tackle each new concept with confidence. With that groundwork in mind, let’s begin by exploring what deep learning really means and why it has become the driving force behind today’s AI revolution.