Machine Learning with Scratch 3.0 is an exciting and beginner-friendly guide that introduces kids and early learners to the fascinating world of Artificial Intelligence through playful projects and interactive learning. Designed especially for curious young minds, this book makes machine learning concepts easy to understand using Scratch 3.0—a visual programming language loved by children around the world. Through a series of hands-on projects, readers will explore how computers can recognize images, sounds, and numbers, and apply this knowledge to build real-world applications like smart image sorters, emoji detectors, and even a rock-paper-scissors game powered by machine learning! Using the powerful and kid-safe “Machine Learning for Kids” platform, learners will train their own AI models with different types of data and bring them to life in their Scratch projects. Step-by-step instructions, colorful visuals, and relatable examples ensure that even those with no prior coding experience can follow along and succeed. Whether it’s for the classroom, a coding club, or independent learning, this book inspires creativity and builds confidence in the next generation of tech-savvy innovators.