Numpy and Pandas for Beginners

1. Data analysis using python
2. Basics of Numpy, Arrays, Lists.
3. Accessing/Changing Specific Elements, Rows, Columns, etc
4. Initializing Different Arrays (1s, 0s, full, random, etc)
5. Basic Mathematics (arithmetic, trigonometry, etc.)
6. Linear Algebra and Statistics
7. Reorganizing Arrays
8. Load data in from a file
9. Advanced Indexing and Boolean Masking
10. Importing and creating data frame in python
11. Data cleaning