Are you a teen interested in AI but overwhelmed by the vast amount of information and complex terminology out there? Well, don't fret! The Essential Beginner's Guide to Data Science provides a comprehensive introduction to the world of artificial intelligence through easy-to-understand explanations and diagrams that make it simple for any high schooler to understand! By the time you are finished with this book, you will be confident with your knowledge of what machine learning is and how state-of-the-art algorithms can be utilized to solve real-world problems. This book covers all the most important topics that data science is comprised of: Python, probability and statistics, machine learning, and deep learning concepts. By moving slowly from scratch to an advanced level, the tutorial-style prose of this book allows you to broaden your knowledge of the theory for practical understanding and applications in the real world. Remember: if a teen could write this book, then you should be able to read it!