1.1  DataFrame   ❲▹❳ 11m

1.2  Data Types Conversion   ❲▹❳ 6m

1.3  Rows Selection   ❲▹❳ 6m30s

1.4  Columns Selection   ❲▹❳ 9m30s

2.1  Filtering with Boolean   ❲▹❳ 6m14s

2.2  Grouping Object   ❲▹❳ 6m31s

2.3  Aggregation   ❲▹❳ 9m36s

2.4  Concatenate, Join, Merge   ❲▹❳ 8m22s

3.1  Arithmetic Operations   ❲▹❳ 4m22s

3.2  Handling Missing Data   ❲▹❳ 5m

3.3  Discretization   ❲▹❳ 8m4s

3.4  Statistics   ❲▹❳ 4m7s

3.5  Filtering   ❲▹❳ 7m57s 

4.1  Intro to matplotlib   ❲▹❳ 8m18s

4.2  Plotting with pandas   ❲▹❳ 5m10s

4.3  Styles of Visualization   ❲▹❳ 9m56s

4.4  Advanced Filtering   ❲▹❳ 9m51s

4.5  Multiple Plots w/ Seaborn   ❲▹❳ 6m44s

5.1  Preprocessing with sklearn ❲▹❳8m

5.2  Linear Regression   ❲▹❳ 7m49s

5.3  Logistic Regression   ❲▹❳ 10m10s

5.4  Classification Methods   ❲▹❳ 4m

5.5  Clustering Methods   ❲▹❳ 8m31s