{"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, and TensorFlow: Concepts, Tools \u0026 Techniques to Build Intelligent Systems, 3rd Edition","description":"\u003cp\u003eHands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, 3rd Edition by Aurélien Géron is an English-language computer science and artificial intelligence textbook published by O'Reilly Media.\u003c\/p\u003e\n\u003cp\u003eThrough concrete examples, minimal theory, and production-ready Python code, this updated third edition guides readers through the entire machine learning and deep learning ecosystem. The text progresses from fundamental machine learning using Scikit-Learn to advanced deep neural network architectures using TensorFlow and Keras.\u003c\/p\u003e\n\u003cp\u003eThe book covers key techniques including linear regression, decision trees, random forests, ensemble methods, deep neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), generative adversarial networks (GANs), and Transformer models, alongside practical strategies for training, scaling, and deploying AI models.\u003c\/p\u003e\n\u003cp\u003eSuitable for data scientists, software developers, AI engineers, students, and technology professionals, this book serves as an indispensable hands-on guide for building modern intelligent systems.\u003c\/p\u003e\n\u003ch3\u003eTopics Covered\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eMachine learning pipeline design with Scikit-Learn\u003c\/li\u003e\n\u003cli\u003eSupervised learning algorithms (classification, regression, SVMs, decision trees, ensemble learning)\u003c\/li\u003e\n\u003cli\u003eUnsupervised learning methods (clustering, dimensionality reduction, anomaly detection)\u003c\/li\u003e\n\u003cli\u003eDeep neural networks, CNNs, RNNs, Autoencoders, and GANs using Keras and TensorFlow\u003c\/li\u003e\n\u003cli\u003eNatural Language Processing (NLP) with Transformers and Hugging Face\u003c\/li\u003e\n\u003cli\u003eTraining and scaling deep learning models on multi-GPU and cloud infrastructures\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eProduct Details\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAuthor: Aurélien Géron\u003c\/li\u003e\n\u003cli\u003ePublisher: O'Reilly Media\u003c\/li\u003e\n\u003cli\u003eTitle: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems\u003c\/li\u003e\n\u003cli\u003eEdition: 3rd Edition\u003c\/li\u003e\n\u003cli\u003eFormat: Paperback\u003c\/li\u003e\n\u003cli\u003eISBN-13: 9781098125974\u003c\/li\u003e\n\u003cli\u003eISBN-10: 1098125975\u003c\/li\u003e\n\u003cli\u003eCategory: Computer Science \/ Artificial Intelligence\u003c\/li\u003e\n\u003cli\u003eSubject: Machine Learning and Deep Learning\u003c\/li\u003e\n\u003cli\u003eLanguage: English\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eProduct Type\u003c\/h3\u003e\n\u003cp\u003eComputer Science \u0026amp; AI Technical Book\u003c\/p\u003e","brand":"Abraxas Books","offers":[{"title":"Default Title","offer_id":44087758946378,"sku":null,"price":46.95,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0725\/6195\/0794\/files\/hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow-concepts-tools-and-techniques-to-build-intelligent-systems-3rd-edition.jpg?v=1787197118","url":"https:\/\/abraxasbooks.com\/products\/hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow-concepts-tools-and-techniques-to-build-intelligent-systems-3rd-edition","provider":"Abraxas Books","version":"1.0","type":"link"}