{"product_id":"hands-on-machine-learning-with-scikit-learn-and-pytorch-concepts-tools-and-techniques-to-build-intelligent-systems","title":"Hands-On Machine Learning with Scikit-Learn and PyTorch: Concepts, Tools, and Techniques to Build Intelligent Systems","description":"\u003ch2\u003eHands-On Machine Learning with Scikit-Learn and PyTorch\u003c\/h2\u003e\u003cp\u003eThe definitive practical guide to building intelligent systems — now updated with PyTorch. Whether you're a developer stepping into ML or a data scientist looking to sharpen your skills, this book gives you the tools, techniques, and intuition to go from concept to production-ready models.\u003c\/p\u003e\u003cp\u003eThrough concrete examples, minimal theory, and two powerful frameworks — \u003cstrong\u003eScikit-Learn\u003c\/strong\u003e and \u003cstrong\u003ePyTorch\u003c\/strong\u003e — you'll learn how to train and fine-tune deep neural networks, tackle computer vision and NLP tasks, and deploy models at scale.\u003c\/p\u003e\u003ch3\u003eWhat You'll Learn\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003eEnd-to-end ML project workflow from data to deployment\u003c\/li\u003e\n\u003cli\u003eClassification, regression, and clustering with Scikit-Learn\u003c\/li\u003e\n\u003cli\u003eDeep learning fundamentals with PyTorch\u003c\/li\u003e\n\u003cli\u003eConvolutional and recurrent neural networks (CNNs \u0026amp; RNNs)\u003c\/li\u003e\n\u003cli\u003eAutoencoders, GANs, and diffusion models\u003c\/li\u003e\n\u003cli\u003eBest practices for training, regularization, and optimization\u003c\/li\u003e\n\u003c\/ul\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eAuthor:\u003c\/strong\u003e Aurélien Géron\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eGenre:\u003c\/strong\u003e Technology \/ Machine Learning \/ Artificial Intelligence\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e Paperback\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eLanguage:\u003c\/strong\u003e English\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eA must-have reference for anyone serious about machine learning — trusted by thousands of practitioners worldwide.\u003c\/p\u003e","brand":"Aurélien Géron","offers":[{"title":"Default Title","offer_id":45209101205574,"sku":null,"price":3499.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0721\/8325\/1014\/files\/81VywRgKFbL._SL1500.jpg?v=1782201322","url":"https:\/\/entopia.shop\/products\/hands-on-machine-learning-with-scikit-learn-and-pytorch-concepts-tools-and-techniques-to-build-intelligent-systems","provider":"entopia.shop","version":"1.0","type":"link"}