{"product_id":"machine-learning-projects-in-python-roman-estavelle-9798184381824","title":"Machine Learning Projects in Python: Build 10 Real-World AI Applications","description":"\u003ci\u003eEver opened a machine learning book, got buried under equations, and thought, \"Cool... but when do I actually build something?\"\u003c\/i\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eThis book is the answer to that question.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eMachine Learning Projects in Python\u003c\/b\u003e is a practical, no-fluff, project-driven guide designed for people who want to learn by doing. No endless theory. No academic rabbit holes. Just real-world AI applications built step by step using Python. \u003cp\u003e\u003c\/p\u003e\u003ci\u003eIf you already know basic Python and want to turn it into a real superpower, you're in the right place.\u003c\/i\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat makes this book different?\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eInstead of teaching machine learning as abstract concepts, this book walks you through 10 real-world projects that mirror how ML is actually used in industry. Each chapter focuses on solving a real problem-from predicting house prices to detecting fraud-while quietly teaching you the theory along the way (don't worry, you'll still learn it... just without the boredom). \u003cp\u003e\u003c\/p\u003e\u003cb\u003eYou'll start with setting up your environment and understanding data, then quickly move into building, training, evaluating, and deploying machine learning models.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eAnd yes-things will break. That's part of the fun. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat you'll build inside this book\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eA house price prediction system\u003c\/li\u003e\n\u003cli\u003eA spam email detection model\u003c\/li\u003e\n\u003cli\u003eA customer churn prediction engine\u003c\/li\u003e\n\u003cli\u003eA movie recommendation system\u003c\/li\u003e\n\u003cli\u003eA fraud detection system\u003c\/li\u003e\n\u003cli\u003eAn image classification application\u003c\/li\u003e\n\u003cli\u003eA social media sentiment analysis tool\u003c\/li\u003e\n\u003cli\u003eA time series forecasting model\u003c\/li\u003e\n\u003cli\u003ePlus deployment-ready machine learning pipelines\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eEach project is broken into clear, manageable steps so you never feel lost or overwhelmed. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat you'll learn (without realizing it)\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eHow machine learning really works in practice\u003c\/li\u003e\n\u003cli\u003eData cleaning, preprocessing, and feature engineering\u003c\/li\u003e\n\u003cli\u003eRegression, classification, recommendation systems, NLP, computer vision, and time series forecasting\u003c\/li\u003e\n\u003cli\u003eModel evaluation, optimization, and performance tuning\u003c\/li\u003e\n\u003cli\u003eHow to turn models into usable, real-world applications\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eAll explained in plain English, with humor, encouragement, and the occasional \"don't panic, this is normal\" moment. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWho this book is for\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003ePython developers ready to level up into machine learning\u003c\/li\u003e\n\u003cli\u003eStudents who want job-ready, project-based skills\u003c\/li\u003e\n\u003cli\u003eDevelopers tired of theory-heavy ML books\u003c\/li\u003e\n\u003cli\u003eAnyone who learns best by building things\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eYou don't need a PhD. You don't need to be a math wizard. You just need curiosity and the willingness to try.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eFinal words from the author \u003cp\u003e\u003c\/p\u003e\u003cb\u003eMachine learning isn't magic. It's a skill-and like any skill, you learn it by doing. This book is your workshop. You'll make mistakes, build cool things, and finish with real projects you can actually show off.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eIf you're ready to stop reading about machine learning and start building with it, let's get started.\u003c\/i\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Roman Estavelle\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798184381824\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/26\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 272\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.57d","brand":"Roman Estavelle","offers":[{"title":"Paperback","offer_id":50665774448895,"sku":"9798184381824","price":29.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_a2cde5fe-2ac4-47e6-93ae-dc8bae9c7538.jpg?v=1792013824","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-projects-in-python-roman-estavelle-9798184381824","provider":"WR Book House","version":"1.0","type":"link"}