{"product_id":"hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow-by-aurelien-geron","title":"Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow By Aurélien Géron","description":"\u003cp data-start=\"39\" data-end=\"461\"\u003e\u003cstrong data-start=\"39\" data-end=\"121\"\u003e\u003cspan class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"\u003e\u003cspan class=\"whitespace-normal\"\u003eHands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow\u003c\/span\u003e\u003c\/span\u003e by \u003cspan class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"\u003e\u003cspan class=\"whitespace-normal\"\u003eAurélien Géron\u003c\/span\u003e\u003c\/span\u003e\u003c\/strong\u003e is one of the most popular and practical guides for learning \u003cstrong data-start=\"183\" data-end=\"233\"\u003emachine learning and deep learning with Python\u003c\/strong\u003e. Published by \u003cspan class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"\u003e\u003cspan class=\"whitespace-normal\"\u003eO'Reilly Media\u003c\/span\u003e\u003c\/span\u003e, this bestselling book helps programmers, data scientists, and AI enthusiasts build intelligent systems using powerful frameworks like \u003cstrong data-start=\"421\" data-end=\"460\"\u003eScikit-Learn, Keras, and TensorFlow\u003c\/strong\u003e.\u003c\/p\u003e\n\u003cp data-start=\"463\" data-end=\"839\"\u003eDesigned with a \u003cstrong data-start=\"479\" data-end=\"515\"\u003ehands-on, project-based approach\u003c\/strong\u003e, the book takes readers from the fundamentals of machine learning to advanced deep learning techniques. Through real-world examples, practical exercises, and clear explanations, you will learn how to build, train, evaluate, and deploy machine learning models using modern Python tools. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"841\" data-end=\"1299\"\u003eStarting with core concepts such as \u003cstrong data-start=\"877\" data-end=\"922\"\u003elinear regression and supervised learning\u003c\/strong\u003e, the book gradually progresses to advanced topics including \u003cstrong data-start=\"983\" data-end=\"1140\"\u003edecision trees, random forests, support vector machines, neural networks, convolutional networks, recurrent networks, generative models, and transformers\u003c\/strong\u003e. It also covers \u003cstrong data-start=\"1157\" data-end=\"1258\"\u003eunsupervised learning techniques like clustering, dimensionality reduction, and anomaly detection\u003c\/strong\u003e. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"1301\" data-end=\"1585\"\u003eWith hundreds of code examples and practical exercises, readers gain the skills needed to work on \u003cstrong data-start=\"1399\" data-end=\"1442\"\u003ereal-world AI and data science projects\u003c\/strong\u003e, including applications in \u003cstrong data-start=\"1470\" data-end=\"1546\"\u003ecomputer vision, natural language processing, and reinforcement learning\u003c\/strong\u003e. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"1587\" data-end=\"1802\"\u003eWhether you are a \u003cstrong data-start=\"1605\" data-end=\"1683\"\u003ePython developer, machine learning beginner, or experienced data scientist\u003c\/strong\u003e, this comprehensive guide provides the knowledge and tools needed to master modern machine learning and deep learning.\u003c\/p\u003e\n\u003cp data-start=\"1804\" data-end=\"1827\"\u003e\u003cstrong data-start=\"1804\" data-end=\"1827\"\u003eKey Topics Covered:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul data-start=\"1828\" data-end=\"2159\"\u003e\n\u003cli data-section-id=\"13ualzk\" data-start=\"1828\" data-end=\"1886\"\u003e\n\u003cp data-start=\"1830\" data-end=\"1886\"\u003eEnd-to-end machine learning projects with Scikit-Learn\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-section-id=\"1itzoc0\" data-start=\"1887\" data-end=\"1938\"\u003e\n\u003cp data-start=\"1889\" data-end=\"1938\"\u003eSupervised learning models and ensemble methods\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-section-id=\"9pmd80\" data-start=\"1939\" data-end=\"2005\"\u003e\n\u003cp data-start=\"1941\" data-end=\"2005\"\u003eUnsupervised learning: clustering and dimensionality reduction\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-section-id=\"1uwzj7w\" data-start=\"2006\" data-end=\"2049\"\u003e\n\u003cp data-start=\"2008\" data-end=\"2049\"\u003eDeep learning with Keras and TensorFlow\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-section-id=\"9wgg25\" data-start=\"2050\" data-end=\"2105\"\u003e\n\u003cp data-start=\"2052\" data-end=\"2105\"\u003eNeural networks, CNNs, RNNs, GANs, and transformers\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-section-id=\"17a2b05\" data-start=\"2106\" data-end=\"2159\"\u003e\n\u003cp data-start=\"2108\" data-end=\"2159\"\u003eModel training, tuning, and deployment techniques\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp data-start=\"2161\" data-end=\"2289\"\u003e\u003cstrong data-start=\"2161\" data-end=\"2177\"\u003ePerfect for:\u003c\/strong\u003e Python developers, AI learners, data scientists, and anyone looking to build practical machine learning skills.\u003c\/p\u003e","brand":"TB","offers":[{"title":"Default Title","offer_id":52288568230180,"sku":null,"price":5200.0,"currency_code":"NPR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0686\/3100\/3428\/files\/Alekh2.0.webp?v=1773220938","url":"https:\/\/grey.com.np\/products\/hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow-by-aurelien-geron","provider":"Grey.com.np","version":"1.0","type":"link"}