التعلم الآلي مع Python Cookbook: حلول عملية من المعالجة المسبقة إلى

The Machine Learning With Python Cookbook by Chris Albon is a practical guide offering nearly 200 self-contained recipes to tackle machine learning challenges encountered in daily work. This guide is suitable for those comfortable with Python and its libraries, including pandas and scikit-learn. Each recipe comes with code that can be readily utilized in a toy dataset, followed by a discussion to provide context and explanation of the solution.

• 1491989386
• Chris Albon
• English
• 2018
• Paperback
• 300
• O'Reilly Media
• O'Reilly Media

• Nearly 200 self-contained recipes for machine learning challenges
• Code examples provided for practical implementation
• Discussion and context for each recipe
• Suitable for those comfortable with Python and its libraries

• Addressing specific problems such as data loading, handling text or numerical data, model selection, and dimensionality reduction
• Constructing working machine learning applications
• Handling numerical and categorical data, text, images, dates and times, and model evaluation and selection

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The Machine Learning With Python Cookbook by Chris Albon is a comprehensive resource for Python programmers looking for practical solutions to tackle machine learning challenges. With nearly 200 self-contained recipes, code examples, and in-depth discussions, it caters to the needs of individuals seeking to implement machine learning in real-world scenarios.