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Hands-On Machine Learning with Scikit-Learn and TensorFlow - Concepts, Tools, and Techniques to Build Intelligent Systems - Aurélien Géron
Hands-On Machine Learning with Scikit-Learn and TensorFlow
Dive into the world of machine learning and artificial intelligence with this comprehensive guide!
In the era of big data and artificial intelligence, machine learning has become an essential skill for anyone looking to stay ahead in their field. With this comprehensive guide, you'll gain a solid understanding of machine learning concepts, tools, and techniques, and learn how to build intelligent systems that can solve real-world problems.
What's Inside?
- Comprehensive Coverage: This book covers a wide range of machine learning topics, from supervised and unsupervised learning to deep learning and neural networks.
- Practical Examples: Each concept is explained with clear and concise examples, making it easy to grasp even complex topics.
- Hands-On Projects: You'll get the chance to apply your knowledge through hands-on projects, using popular machine learning libraries like Scikit-Learn and TensorFlow.
- Real-World Applications: Explore real-world applications of machine learning in various fields, such as image recognition, natural language processing, and predictive analytics.
Why You'll Love It
- Beginner-Friendly: Whether you're new to machine learning or looking to expand your knowledge, this book is perfect for you.
- Expert Insights: Written by Aurélien Géron, a renowned machine learning expert, this book provides valuable insights and best practices from the field.
- Up-to-Date Content: Stay ahead of the curve with the latest advancements in machine learning and artificial intelligence.
Get Your Copy Today!
Don't miss out on this opportunity to master machine learning and unlock new possibilities for your career. Get your copy of Hands-On Machine Learning with Scikit-Learn and TensorFlow today and start your journey towards becoming an AI expert!
Table of Contents
Part I: Foundations of Machine Learning
- Chapter 1: Introduction to Machine Learning
- Chapter 2: Supervised Learning
- Chapter 3: Unsupervised Learning
- Chapter 4: Deep Learning and Neural Networks
Part II: Tools and Techniques
- Chapter 5: Scikit-Learn
- Chapter 6: TensorFlow
- Chapter 7: Data Preprocessing
- Chapter 8: Model Evaluation
Part III: Real-World Applications
- Chapter 9: Image Recognition
- Chapter 10: Natural Language Processing
- Chapter 11: Predictive Analytics
Appendix
- Glossary
- References
- Index