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Practical Machine Learning with Python
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Free Documents
Practical Machine Learning with Python
Part I. Understanding Machine Learning
Machine Learning Basics
The Python Machine Learning Ecosystem
Part II. The Machine Learning Pipeline
Processing, Wrangling, and Visualizing Data
Feature Engineering and Selection
Building, Tuning, and Deploying Models
Part III. Real-World Case Studies
Analyzing Bike Sharing Trends
Analyzing Movie Reviews Sentiment
Customer Segmentation and Effective Cross Selling
Analyzing Wine Types and Quality
Analyzing Music Trends and Recommendations
Forecasting Stock and Commodity Prices
Deep Learning for Computer Vision
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