- 01. Introduction to Exploratory Data Analysis
- 02. Descriptive Statistics
- 03. Data Visualization using Matplotlib
- 04. Demo: Matplotlib
- 05. Exercise: Using MatPlotLib to plot
- 06. Exercise Solution
- 07. Data Visualization using Plotly
- 08. Demo: Plotly
- 09. Exercise: Using Plotly to plot
- 10. Exercise Solution
- 11. Outliers and Anomaly Detection
- 12. Correlation & Covariance in Trading Data
- 13. Case Studies and Applications
- 14. Conclusion