Basic Python Programming II

1. Combine list and dictionary for more sophisticated data representation.
2. Combine conditional and loop for more sophisticated data processing.
3. Python Functions and Modules.
4. Python Classes and Objects.
5. Introduction to Pandas Dataframe and CSV file handling capabilities.
6. Introduction to Matplotlib for data visualization.

Self-study Videos

1. How To Use Functions In Python (14:54 min) Required
2. Create your Own Module in Python (5:02 min) Optional
3. Python Package Tutorial – Organize Your Code (6:09 min) Optional
4. Classes and Objects with Python – Part 1 (11:35 min) Required
5. Classes and Objects with Python – Part 2 (9:15 min) Required
6. Pandas Tutorial | Intro to DataFrames (20:01 min) Required
7. Pandas DataFrames: Loading/Reading CSV Files (5:25 min) Required
8. Pandas DataFrames: Writing/Saving as CSV (5:44 min) Required
9. Introduction to Data Analysis / Visualization with Python, Matplotlib and Pandas (22:01 min) Required