Название: Practical Machine Learning with Python: Using AI, Data Science, and Deep Learning to Solve Real-World Problems
Автор: Lewis Hart
Издательство: Independently published
Год: 2025
Страниц: 725
Язык: английский
Формат: pdf, epub
Размер: 11.5 MB
Unlock the Power of Machine Learning—Without Drowning in Theory or Math. In a world driven by data, Machine Learning is no longer just for tech giants and PhDs—it’s for everyone. Whether you’re a programmer, analyst, student, entrepreneur, or a career changer, Practical Machine Learning with Python equips you with the tools, intuition, and real-world projects to master one of today’s most in-demand skills. This isn’t just a book about algorithms—it’s a hands-on guide that walks you through building, training, and deploying models that solve real problems. From predicting house prices to detecting credit card fraud and analyzing sentiment on Twitter, every chapter delivers practical applications you can adapt, deploy, and showcase in your portfolio. This book is for problem solvers. You won’t just read about machine learning—you’ll use it to build solutions that matter. Each chapter is designed to teach you not only what to do, but why it matters—using intuitive explanations, real datasets, and hands-on notebooks you can run immediately. This book is written for anyone who wants to understand and apply Machine Learning—without drowning in complexity or getting lost in theoretical abstraction.