Machine Learning with Python Cookbook - Practical Solutions from Preprocessing to Deep Learning
by Chris Albon
Machine Learning with Python Cookbook - Practical Solutions from Preprocessing to Deep Learning
by Chris Albon
Book Summary
In the rapidly evolving field of artificial intelligence, practical and efficient implementation of machine learning techniques is paramount. This comprehensive guide provides readers with hands-on solutions to a wide range of problems encountered in machine learning workflows using Python. It covers everything from foundational data preprocessing to advanced deep learning architectures, offering clear, actionable recipes that enable practitioners to build and optimize models effectively.
- Emphasizes practical, code-driven solutions that guide readers through real-world challenges using Python libraries.
- Covers comprehensive preprocessing techniques essential for preparing data before modeling, including cleaning, feature engineering, and transformation.
- Explores a variety...
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