Course Code:
bsptabpyth
Duration:
35 hours
Prerequisites:
TBC
Course Outline:
1. Introduction to Python programming - 1 day
2. Automation of repetitive jobs with Python - 0.5 day
3. Data Manipulation and cleansing with Pandas - 0.5 day
4. Data preparation including imputation, outlier detection, recoding, bucketing - 0.2 day
5. Python Data Import/Export - 0.2 day
6. Statistical learning with Python - 0.5 day
7. Machine learning with Python Supervised & Unsupervised methods in Python - 0.5 day
8. Time series forecasting with Python - 0.4 day
9. Connecting Python with Tableau - 0.2 day
10. Data Visualization with Tableau - 0.5 day
11. Building dashboards with Tableau - 0.5 day