1:19 Learning Agenda
2:58 Recap of Data Preprocessing
11:09 Example 1: Using Sklearn's Transformers on Individual Columns
22:00 Example 2: Using Sklearn's ColumnTransformer Class
31:06 Example 3: Using Sklearn's Pipeline Class
45:37 Example 4: Using Sklearn's Pipeline Class (Advanced)
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Lecture Slides and Resources: http://arifbutt.me
Jupyter notebooks: https://github.com/arifpucit/data-sci...