"The Beginner's Guide to AI" is a captivating journey through the enchanting realms of Artificial Intelligence, tailored for both novice sorcerers and seasoned wizards. Starting with the very essence of AI, the book explores the mystical language of data, the art of machine learning spells, and the dance of feature engineering. Delving into model selection rituals, readers learn to choose the right wand for the magic, embracing cross-validation, hyperparameter divination, and the oracle of metrics. With hands-on experiences, online platforms, and a rich glossary, the book equips enchanters for a continuing odyssey in the ever-evolving world of AI. The grand finale leaves readers with the wisdom to craft their own spells and embark on new adventures in Artificial Intelligence.