Python And Machine Learning For Kids
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Python and Machine Learning For Kids
Author: Igor Balk
language: en
Publisher: Global Innovation Labs LLC
Release Date: 2023-07-09
Discover the joy of learning Python and machine learning with "Python and Machine Learning for Kids," an immersive guidebook designed with young minds in mind. This comprehensive resource, created by created by MIT alumnus, is your child's stepping stone into the exciting realm of data science. Drawing from the innovative curriculum taught at the prestigious Machine Learning for Kids (ML4K) school in Lexington, Massachusetts, this book is committed to empowering the future generation of tech leaders.Infused with MIT's time-honored ethos of "Mens et Manus," or "Mind and Hand," the book's pedagogical approach is one of "learning by doing," ensuring young learners are not just passive recipients of knowledge but active participants in the learning process. The lessons are thoughtfully structured, taking children from the fundamentals of Python programming to the intriguing world of machine learning, all the while engaging them in hands-on programming projects that bring theory to life.Get hands-on with real-world projects, such as analyzing the Titanic disaster dataset or developing a Tic Tac Toe game, and watch as your child's enthusiasm and confidence grow. Each lesson and project is designed to stimulate curiosity, encourage critical thinking, and nurture problem-solving abilities - skills that go far beyond the classroom.This book is more than a learning resource-it's a journey of discovery that instills the thrill of problem-solving and the joy of exploration in the next generation. It provides not only a thorough understanding of Python and machine learning, but also cultivates a love for coding and data science in children, making learning an exciting adventure.The book serves as an invaluable guide for parents and educators seeking to support their child's or students' learning journey. It encourages flexibility in teaching, allowing you to adapt lessons to your child's needs and pace.Join us on this exciting adventure and let's get coding! Empower your child with knowledge and skills that can shape their future - one line of code at a time.
Machine Learning for Kids
A hands-on, application-based introduction to machine learning and artificial intelligence (AI) that guides young readers through creating compelling AI-powered games and applications using the Scratch programming language. Machine learning (also known as ML) is one of the building blocks of AI, or artificial intelligence. AI is based on the idea that computers can learn on their own, with your help. Machine Learning for Kids will introduce you to machine learning, painlessly. With this book and its free, Scratch-based, award-winning companion website, you'll see how easy it is to add machine learning to your own projects. You don't even need to know how to code! As you work through the book you'll discover how machine learning systems can be taught to recognize text, images, numbers, and sounds, and how to train your models to improve their accuracy. You'll turn your models into fun computer games and apps, and see what happens when they get confused by bad data. You'll build 13 projects step-by-step from the ground up, including: • Rock, Paper, Scissors game that recognizes your hand shapes • An app that recommends movies based on other movies that you like • A computer character that reacts to insults and compliments • An interactive virtual assistant (like Siri or Alexa) that obeys commands • An AI version of Pac-Man, with a smart character that knows how to avoid ghosts NOTE: This book includes a Scratch tutorial for beginners, and step-by-step instructions for every project. Ages 12+
Coding For Kids For Dummies
It's never too early to learn how to code! Coding For Kids For Dummies helps you learn the basics of coding the fun way. This book walks you through the essentials of coding with 13 exciting projects. You'll learn what coding is, how to make digital toys and games on your computer, and how to start writing your first lines of code! With step-by-step instructions and activities, this book makes it simple to get started. And when you see error messages, don't panic! All new coders make mistakes—this book helps you figure them out and fix them, so your code will be good to go. Along the way, you'll be boosting your creativity, getting better at logical thinking, and learning a skill that will open the door to fun hobbies and careers. So get coding! Learn basic coding concepts and skills Create your own digital toys and games Figure out how to turn your ideas into code Get involved in the online coding community Kids who want to learn how to code (and the parents who want to encourage them) can get off to a great start with Coding For Kids For Dummies.