{"product_id":"practical-machine-learning-with-scikit-learn-and-tensorflow-by-geron","title":"Practical Machine Learning with Scikit-Learn and TensorFlow by Géron","description":"\u003cp\u003e\u003cspan\u003eThrough a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eBy using concrete examples, minimal theory, and two production-ready Python frameworksâ??Scikit-Learn and TensorFlowâ??author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. Youâ??ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what youâ??ve learned, all you need is programming experience to get started.\u003c\/span\u003e\u003c\/p\u003e\n\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eExplore the machine learning landscape, particularly neural nets\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eUse Scikit-Learn to track an example machine-learning project end-to-end\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eExplore several training models, including support vector machines, decision trees, random forests, and ensemble methods\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eUse the TensorFlow library to build and train neural nets\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eDive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eLearn techniques for training and scaling deep neural nets\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Book Lovers BD","offers":[{"title":"Paperback","offer_id":55156325253411,"sku":null,"price":820.0,"currency_code":"BDT","in_stock":true},{"title":"Hardcover","offer_id":55156325286179,"sku":null,"price":950.0,"currency_code":"BDT","in_stock":true},{"title":"eBook","offer_id":55156325318947,"sku":null,"price":150.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0954\/5872\/2083\/files\/rn-image_picker_lib_temp_254aa098-47a8-40ba-86a4-e4aa251e741f.jpg?v=1779874731","url":"https:\/\/www.bookloversbd.shop\/products\/practical-machine-learning-with-scikit-learn-and-tensorflow-by-geron","provider":"Book Lovers BD","version":"1.0","type":"link"}