{"product_id":"introduction-to-machine-learning-with-python-a-hands-on-guide-to-implementing-machine-learning-algorithms-9798286718528","title":"Introduction to Machine Learning with Python: A Hands-On Guide to Implementing Machine Learning Algorithms","description":"\u003cp\u003e • Author(s): Rafael Sanders | Miguel Farmer | Boozman Richard\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUnlock the Power of Machine Learning-With Real Python Code\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eWant to understand how machines learn from data-and how to build your own intelligent systems?\u003cbr\u003e\u003cb\u003eIntroduction to Machine Learning with Python\u003c\/b\u003e is your practical, beginner-friendly path to mastering machine learning concepts and bringing them to life using Python.\u003c\/p\u003e\u003cp\u003eDesigned for programmers, data analysts, and aspiring ML engineers, this hands-on guide demystifies core techniques and walks you through implementing them step by step-no advanced math required.\u003c\/p\u003eWhat You'll Learn: \u003cul\u003e\n\u003cli\u003e\u003cp\u003eMachine learning fundamentals explained in plain English\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHow to prepare, clean, and split data for training and testing\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eSupervised learning: linear regression, decision trees, k-NN, SVM\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eUnsupervised learning: clustering, dimensionality reduction\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIntroduction to neural networks and deep learning\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHow to evaluate model performance with accuracy, precision, recall\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eReal-world projects using scikit-learn, NumPy, pandas, and matplotlib\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePractical tips for tuning models and avoiding overfitting\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eA workflow you can follow to build your own ML systems\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003ePacked with examples, visuals, and coding exercises, this guide gives you the skills to apply machine learning in real projects-from recommendations to predictions.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eIf you're ready to build intelligent systems with Python, this is the book to start with.\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46335428231319,"sku":"9798286718528","price":1823.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798286718528.webp?v=1768674898","url":"https:\/\/atlanticbooks.com\/products\/introduction-to-machine-learning-with-python-a-hands-on-guide-to-implementing-machine-learning-algorithms-9798286718528","provider":"Atlantic Books","version":"1.0","type":"link"}