Hands On Machine Learning With Scikit Learn And Tensorflow by Aurélien Géron
- Publisher: COMPUTER SCIENCE
- Availability: In Stock
- SKU: 52344
- Number of Pages: 864
Rs.1,490.00
Rs.1,995.00
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In Hands-On Machine Learning with Scikit-Learn and TensorFlow, Aurélien Géron guides you through the most effective machine learning techniques and practices using Python libraries such as TensorFlow and Scikit-Learn. This third edition is updated and expanded to include the latest developments in deep learning, model evaluation, and TensorFlow 2.x.
The book begins with a comprehensive introduction to machine learning, covering fundamental concepts and techniques that every aspiring data scientist or machine learning enthusiast should know. From there, Géron dives into practical examples and hands-on projects that demonstrate how to apply these concepts to real-world problems. You'll learn how to preprocess data, select appropriate models, tune hyperparameters, and deploy your models for production. The text also covers advanced topics like neural networks, natural language processing (NLP), and generative adversarial networks (GANs), ensuring you have a broad understanding of modern machine learning applications.
Key Points:
- Comprehensive coverage of both Scikit-Learn and TensorFlow libraries.
- Hands-on projects and examples to reinforce learning.
- Updated for TensorFlow 2.x and the latest advancements in machine learning.
- Practical guidance on model evaluation, hyperparameter tuning, and deployment.
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Writer ✤ Aurélien Géron (Author)
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