{"product_id":"hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow-concepts-tools-and-techniques-to-build-intelligent-systems-3rd-edition","title":"Hands-On Machine Learning with Scikit-Learn Keras \u0026 TensorFlow 3rd Edition","description":"\u003cp\u003eThis third edition technical guide centers on deep learning, machine learning, and the development of artificial intelligence. Authored by Aurélien Géron, the publication investigates actionable strategies for constructing intelligent systems utilizing prominent open-source machine learning libraries.\u003c\/p\u003e\n\n\u003cp\u003eThe text introduces fundamental theories tied to model construction, data analysis, neural network deployment, and complete machine learning pipelines. The material is structured to guide individuals through the essential steps of training, assessing, and refining machine learning models for diverse practical scenarios.\u003c\/p\u003e\n\n\u003cp\u003eProfessionals and students will discover concepts concerning unsupervised learning, supervised learning, neural network frameworks, predictive modeling, and deep learning structures. Furthermore, the manual details applied execution methods leveraging TensorFlow, Keras, and Scikit-Learn, all while reviewing techniques prevalent in contemporary AI initiatives.\u003c\/p\u003e\n\n\u003cp\u003eIdeal for data scientists, students, developers, and technology practitioners, this comprehensive resource delivers an in-depth exploration of deep learning and machine learning principles utilized within analytics, software engineering, and artificial intelligence deployments.\u003c\/p\u003e\n\n\u003ch3\u003eTopics Covered:\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eMachine learning fundamentals\u003c\/li\u003e\n  \u003cli\u003eSupervised learning concepts\u003c\/li\u003e\n  \u003cli\u003eUnsupervised learning methods\u003c\/li\u003e\n  \u003cli\u003eDeep learning techniques\u003c\/li\u003e\n  \u003cli\u003eNeural network architectures\u003c\/li\u003e\n  \u003cli\u003eScikit-Learn applications\u003c\/li\u003e\n  \u003cli\u003eKeras framework concepts\u003c\/li\u003e\n  \u003cli\u003eTensorFlow development methods\u003c\/li\u003e\n  \u003cli\u003ePredictive modeling approaches\u003c\/li\u003e\n  \u003cli\u003eIntelligent system development\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eSpecifications:\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTitle:\u003c\/strong\u003e Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAuthor:\u003c\/strong\u003e Aurélien Géron\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEdition:\u003c\/strong\u003e 3rd Edition\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCategory:\u003c\/strong\u003e Artificial Intelligence\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSubject:\u003c\/strong\u003e Machine Learning and Deep Learning\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLanguage:\u003c\/strong\u003e English\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eISBN-10:\u003c\/strong\u003e 1098125975\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eISBN-13:\u003c\/strong\u003e 978-1098125974\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"The Book Rack","offers":[{"title":"Default Title","offer_id":48506330677460,"sku":null,"price":46.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0850\/7424\/7892\/files\/hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow-concepts-tools-and-techniques-to-build-intelligent-systems-3rd-edition.jpg?v=1787199845","url":"https:\/\/thebookrack.us\/products\/hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow-concepts-tools-and-techniques-to-build-intelligent-systems-3rd-edition","provider":"The Book Rack","version":"1.0","type":"link"}