1. NumPy Arrays and Vectorized Computation
2. Data Analysis with Pandas
3. The essential basic functionality
4. Data Visualization
5. Time Series
6. Data Cleaning
7. Visualizing a dataset by basic plotting
8. Data Wrangling
9. Grouping the data – aggregation, filtering, and transformation
10.Concatenating and appending data
11. Merging/joining datasets