Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: Concepts, Tools, and Techniques to Build Intelligent Systems

Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: Concepts, Tools, and Techniques to Build Intelligent Systems

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Sep 5, 2019 · الإنجليزية · كتاب إلكتروني (856 صفحات)
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تنسيق كتاب إلكتروني
صفحات 856
لغة الإنجليزية
منشور Sep 5, 2019
الناشر O'Reilly Media
رقم ISBN-10 1492032603
رقم ISBN-13 9781492032601

الوصف

In this practical guide, readers are introduced to the exciting world of machine learning, focusing on the powerful tools of Scikit-Learn, Keras, and TensorFlow. With a hands-on approach, the author emphasizes the importance of understanding concepts and techniques that can be applied to create intelligent systems. Each chapter is designed to build on the previous one, gradually unraveling the complexities of machine learning while providing readers with the skills to implement their own projects.

The book delves into various aspects of machine learning, including supervised and unsupervised learning methods, neural networks, and deep learning. It equips readers not only with the theoretical foundation but also the practical skills needed to tackle real-world problems, making it an invaluable resource for both novices and those looking to refine their expertise in this rapidly evolving field.

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