{"product_id":"hands-on-machine-learning-scikit-learn-tensorflow-3rd-edition","title":"Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 3rd Edition (1098125975)","description":"\u003ch2 dir=\"ltr\"\u003e\u003cspan\u003eBuy Hands-On Machine Learning Online\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp dir=\"ltr\"\u003e\u003cstrong\u003eHands On Machine Learning\u003c\/strong\u003e\u003cspan\u003e with \u003c\/span\u003e\u003cstrong\u003eScikit-Learn\u003c\/strong\u003e\u003cspan\u003e, \u003c\/span\u003e\u003cstrong\u003eKeras\u003c\/strong\u003e\u003cspan\u003e, and \u003c\/span\u003e\u003cstrong\u003eTensorFlow\u003c\/strong\u003e\u003cspan\u003e, 3rd Edition \u003cstrong\u003e(\u003c\/strong\u003e\u003c\/span\u003e\u003cstrong\u003eISBN-13 9781098125974\u003c\/strong\u003e\u003cspan\u003e\u003cstrong\u003e)\u003c\/strong\u003e by \u003c\/span\u003e\u003cstrong\u003eAurélien Géron\u003c\/strong\u003e\u003cspan\u003e is the practical machine learning guide that engineers and data scientists actually build projects from. It covers machine learning with Scikit-Learn for classical algorithms and deep learning with Keras and TensorFlow for neural networks, all in one well-organized, code-first book that respects your time.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eCurrently 48% off retail price, this is one of the best-value machine learning books available right now. \u003c\/span\u003e\u003cspan\u003eBuy Hands On Machine Learning\u003c\/span\u003e\u003cspan\u003e from Wisdom Hatch Inc. today and start building real models with the tools the industry actually uses.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch2 dir=\"ltr\"\u003e\u003cspan\u003eAbout This Hands-On Machine Learning Book\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eThe \u003c\/span\u003e\u003cspan\u003eHandson Machine Learning With Scikit Learn And Tensorflow\u003c\/span\u003e\u003cspan\u003e book is built on a simple principle: the best way to learn machine learning is to build things. \u003c\/span\u003e\u003cspan\u003eAurélien Géron\u003c\/span\u003e\u003cspan\u003e does not spend chapters on theory before letting you touch code. Each concept arrives with a working implementation so you can see exactly how it behaves in practice, not just on paper.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eThe 3rd Edition is the most current \u003c\/span\u003e\u003cspan\u003eAurelien Geron Book\u003c\/span\u003e\u003cspan\u003e, updated to cover \u003c\/span\u003e\u003cspan\u003eTensorFlow\u003c\/span\u003e\u003cspan\u003e 2, the modern \u003c\/span\u003e\u003cspan\u003eKeras\u003c\/span\u003e\u003cspan\u003e API, and recent developments including transformers and diffusion models. Published by O'Reilly Media in November 2022, it is comprehensive enough to serve as a complete machine learning guide from classical algorithms through state-of-the-art deep learning architectures. Among \u003c\/span\u003e\u003cspan\u003eScikit Learn Books\u003c\/span\u003e\u003cspan\u003e available today, this is the one that data scientists most consistently recommend to people who want to learn by doing.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch2 dir=\"ltr\"\u003e\u003cspan\u003eWhat You Will Learn from Hands-On Machine Learning, 3rd Edition\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eEnd-to-end machine learning projects: data collection, preprocessing, training, evaluation, and deployment\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eScikit Learn Guide\u003c\/span\u003e\u003cspan\u003e for classical ML: linear regression, decision trees, random forests, SVMs, and ensemble methods\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eFeature engineering and data preparation techniques for real-world datasets\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eNeural network fundamentals: building and training feedforward networks with \u003c\/span\u003e\u003cspan\u003eKeras\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eScikit Learn Keras Tensorflow\u003c\/span\u003e\u003cspan\u003e integration: when to use each tool and how to combine them effectively\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eConvolutional neural networks for computer vision tasks\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eRecurrent neural networks, LSTMs, and GRUs for sequence and time-series data\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eTransformer architectures: attention mechanisms and their role in modern NLP models\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eGenerative models: autoencoders, GANs, and diffusion models\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eModel deployment: saving, loading, and serving models in production\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eReinforcement learning: policy gradients, Q-learning, and actor-critic methods\u003c\/span\u003e\u003c\/p\u003e\n\u003ch2 dir=\"ltr\"\u003e\u003cspan\u003eKey Features of Hands-On Machine Learning, 3rd Edition\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003ePrimary reference for \u003c\/span\u003e\u003cstrong\u003eHands On Machine Learning With Scikit Learn And Tensorflow\u003c\/strong\u003e\u003cspan\u003e in one volume\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003e3rd Edition (November 2022): updated for \u003c\/span\u003e\u003cstrong\u003eTensorFlow\u003c\/strong\u003e\u003cspan\u003e 2, the modern \u003c\/span\u003e\u003cstrong\u003eKeras\u003c\/strong\u003e\u003cspan\u003e\u003cstrong\u003e \u003c\/strong\u003eAPI, transformers, and diffusion models\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003e861 pages of practical, code-first machine learning content\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eWritten by \u003c\/span\u003e\u003cstrong\u003eAurélien Géron\u003c\/strong\u003e\u003cspan\u003e, a former Google engineer and recognized ML educator\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003ePublished by O'Reilly Media, the leading technical publisher for software and AI\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eCovers both classical ML with \u003c\/span\u003e\u003cstrong\u003eScikit-Learn\u003c\/strong\u003e\u003cspan\u003e and deep learning with \u003c\/span\u003e\u003cstrong\u003eKeras\u003c\/strong\u003e\u003cspan\u003e and \u003c\/span\u003e\u003cstrong\u003eTensorFlow\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eEnd-to-end projects that teach the full machine learning workflow\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003e•\u003c\/span\u003e\u003cspan\u003e     \u003c\/span\u003e\u003cspan\u003eISBN-13 9781098125974\u003c\/span\u003e\u003cspan\u003e, authentic O'Reilly paperback, 48% off retail\u003c\/span\u003e\u003c\/p\u003e\n\u003ch2 dir=\"ltr\"\u003e\u003cspan\u003eWho Should Read This Hands-On Machine Learning Book?\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eSoftware engineers who want to move into machine learning or add ML capabilities to their existing work will find this the clearest path from programming skills to working models. The book assumes Python fluency but not prior machine learning experience, so you can start building real systems from the first chapter without needing a statistics background first.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eData scientists who have used individual \u003c\/span\u003e\u003cspan\u003eScikit Learn Books\u003c\/span\u003e\u003cspan\u003e or tutorials but want a comprehensive resource that covers both classical and deep learning in one place use this as their primary desk reference. Research engineers joining ML teams use the 3rd Edition to get up to speed on the modern \u003c\/span\u003e\u003cspan\u003eTensorFlow\u003c\/span\u003e\u003cspan\u003e and \u003c\/span\u003e\u003cspan\u003eKeras\u003c\/span\u003e\u003cspan\u003e ecosystem quickly. University students taking applied machine learning courses often find this book more useful than their assigned textbook because of how directly its projects connect to the work they will do in industry.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch2 dir=\"ltr\"\u003e\u003cspan\u003eWhy Choose Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow?\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eMost machine learning books choose between theory and practice. This one does not make that choice. \u003c\/span\u003e\u003cspan\u003eAurélien Géron\u003c\/span\u003e\u003cspan\u003e builds enough conceptual understanding that you know why a method works, and then immediately shows you how to implement it. That combination is harder to achieve than it looks, and it is the main reason this \u003c\/span\u003e\u003cspan\u003eAurelien Geron Book\u003c\/span\u003e\u003cspan\u003e consistently tops the list of practitioner recommendations.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eThe 3rd Edition is also meaningfully better than the earlier editions, not just a version bump. The complete update to \u003c\/span\u003e\u003cspan\u003eTensorFlow\u003c\/span\u003e\u003cspan\u003e 2 and the modern \u003c\/span\u003e\u003cspan\u003eKeras\u003c\/span\u003e\u003cspan\u003e API means the code you write from this book is production-relevant. The new chapters on transformers and diffusion models mean the book covers architectures that are currently driving the field, not just the techniques of five years ago.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch2 dir=\"ltr\"\u003e\u003cspan\u003eWhy Buy from Wisdom Hatch Inc.?\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eWisdom Hatch Inc. is a US-based professional and technical online bookstore that carries authentic, current editions of the technical books that developers and data scientists actually use. Every copy of \u003c\/span\u003e\u003cspan\u003eHands On Machine Learning\u003c\/span\u003e\u003cspan\u003e, 3rd Edition we sell is a genuine O'Reilly Media paperback, brand new, not a scan, reprint, or counterfeit.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eAll orders come with secure checkout, free standard shipping to all US states, territories, and APO and FPO addresses, and responsive support at wisdomhatchinc@gmail.com. The current price is 48% off the original retail price of $89.99. Add the \u003c\/span\u003e\u003cspan\u003eHands On Machine Learning\u003c\/span\u003e\u003cspan\u003e book to your order today and pay the lowest available price with confidence.\u003c\/span\u003e\u003c\/p\u003e\n\u003ch2 dir=\"ltr\"\u003e\u003cspan\u003eFrequently Asked Questions\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp dir=\"ltr\"\u003e\u003cstrong\u003eQ: What is Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow about?\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eA: It is a practical machine learning book by Aurélien Géron that teaches how to build intelligent systems using Scikit-Learn for classical ML and Keras and TensorFlow for deep learning. The 3rd Edition covers the latest tools and techniques through real coding examples and projects.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cstrong\u003eQ: What is the ISBN-13 for Hands-On Machine Learning, 3rd Edition?\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eA: The ISBN-13 is 9781098125974 (ISBN-10: 1098125975). It is published by O'Reilly Media.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cstrong\u003eQ: Is this the 3rd Edition?\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eA: Yes. This is the 3rd Edition of Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, published by O'Reilly Media in November 2022. It is the most current version of this book.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cstrong\u003eQ: Is this suitable for beginners in machine learning?\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eA: It is best for readers who have basic Python programming skills. Prior machine learning experience is not required, as the book builds concepts from the ground up using practical examples. Complete beginners to Python will benefit from learning Python basics first.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cstrong\u003eQ: Does this cover TensorFlow 2 and Keras?\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eA: Yes. The 3rd Edition covers the modern TensorFlow 2 and Keras ecosystem, along with Scikit-Learn for classical machine learning. It also includes coverage of recent developments including diffusion models and transformers.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cstrong\u003eQ: Is this an original paperback?\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp dir=\"ltr\"\u003e\u003cspan\u003eA: Yes. Wisdom Hatch Inc. sells an authentic original O'Reilly Media paperback of Hands-On Machine Learning, 3rd Edition.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e","brand":"Wisdom Hatch Inc.","offers":[{"title":"Default Title","offer_id":50659277799663,"sku":null,"price":47.01,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0836\/3697\/7903\/files\/handsonmachinelearning.jpg?v=1788333727","url":"https:\/\/www.wisdomhatchinc.com\/products\/hands-on-machine-learning-scikit-learn-tensorflow-3rd-edition","provider":"Online Bookstore | Professional \u0026 Technical Reference Books | Wisdomhatch","version":"1.0","type":"link"}