Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Product ID: 72169186
💻Code-driven practical exercises & notebooks
📊Comprehensive ML models coverage
🤖Hands-on deep learning with TensorFlow & Keras
€ 154.20
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Description
🚀 Unlock your AI potential with the ultimate hands-on ML guide!
- THEORY MEETS PRACTICE - Balanced coverage of essential math and concepts with actionable exercises and detailed solutions.
- DEEP DIVE INTO NEURAL NETS - Explore CNNs, RNNs, LSTMs, and reinforcement learning with intuitive explanations and practical examples.
- MASTER THE FULL ML SPECTRUM - From linear regression to GANs, build expertise across classical and cutting-edge models.
- CODE FIRST LEARNING EXPERIENCE - Follow along with real Python code and ready-to-run Colab notebooks—no setup headaches.
- STAY AHEAD WITH INDUSTRY STANDARD TOOLS - Leverage Scikit-Learn, TensorFlow, and Keras to build scalable, production-ready intelligent systems.
This bestselling O'Reilly book by Aurélien Géron offers a practical, code-driven approach to mastering machine learning and deep learning using Scikit-Learn, TensorFlow, and Keras. It covers a broad range of models from classical algorithms to advanced neural networks, reinforced by exercises with solutions and accessible explanations. Ideal for programmers seeking to build real-world intelligent systems without getting lost in theory alone.
Specifications
| Best Sellers Rank | 264,730 in Books ( See Top 100 in Books ) |
| Customer reviews | 4.8 4.8 out of 5 stars (3,376) |
| Dimensions | 17.78 x 3.81 x 24.13 cm |
| Edition | 2nd New edition |
| ISBN-10 | 1492032646 |
| ISBN-13 | 978-1492032649 |
| Item weight | 1.29 kg |
| Language | English |
| Print length | 856 pages |
| Publication date | 14 Oct. 2019 |
| Publisher | OReilly |
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