{"product_id":"hands-on-supervised-machine-learning-with-python-master-regression-classification-and-predictive-modeling-using-scikit-learn-9798249348861","title":"Hands-On Supervised Machine Learning with Python: Master Regression, Classification, and Predictive Modeling Using Scikit-Learn","description":"\u003cp\u003e • Author(s): Leo Turing\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUnlock real-world machine learning mastery with the ultimate hands-on guide using Python and Scikit-Learn!\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eWhether you're a beginner data scientist, aspiring ML engineer, or professional looking to build production-ready models, this book delivers \u003cb\u003epractical, up-to-date skills\u003c\/b\u003e you can apply immediately. No deep learning distractions-just focused, powerful supervised learning techniques that power most industry applications in 2026.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat you'll master: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eEnd-to-end projects\u003c\/b\u003e - from data prep to deployment (churn prediction, fraud detection, and more)\u003c\/li\u003e\n\u003cli\u003eRegression \u0026amp; classification fundamentals - linear\/logistic models, decision trees, random forests, and advanced boosting (XGBoost, LightGBM, CatBoost)\u003c\/li\u003e\n\u003cli\u003eModern Scikit-Learn pipelines, hyperparameter tuning, and model evaluation\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eInterpretability \u0026amp; fairness\u003c\/b\u003e - SHAP, LIME, bias detection, and ethical deployment\u003c\/li\u003e\n\u003cli\u003eProduction-ready skills - Flask\/FastAPI APIs, Streamlit dashboards, and basic MLOps\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWith clear code, real datasets, GitHub repo, and 2026-updated best practices, you'll confidently build, explain, and deploy \u003cb\u003esupervised machine learning models\u003c\/b\u003e that deliver results.\u003c\/p\u003e\u003cp\u003eStart building intelligent systems today - \u003cb\u003egrab your copy and level up your Python ML skills!\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47569100341399,"sku":"9798249348861","price":3013.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798249348861.webp?v=1774873136","url":"https:\/\/atlanticbooks.com\/products\/hands-on-supervised-machine-learning-with-python-master-regression-classification-and-predictive-modeling-using-scikit-learn-9798249348861","provider":"Atlantic Books","version":"1.0","type":"link"}