Synopsis

• Python for ML
• Data Visualization
• Machine Learning
• SQL
• Business Intelligence

Examination Requirements

• Exercises - 30 points
• Presentation - 20 points
• Written examination - 50 points

Kaggle Competitions

1. Santander Customer Transaction Prediction (link)
2. ASHRAE - Great Energy Predictor III (link)
3. IEEE-CIS Fraud Detection (link)
4. Bosch Production Line Performance (link)
5. Zillow Prize: Zillow’s Home Value Prediction (Zestimate) (link)
6. Rossmann Store Sales (link)
7. Neo bank churn prediction (link)
8. Santander Value Prediction Challenge (link)
9. MITSUI&CO. Commodity Prediction Challenge (link)
10. Home Credit - Credit Risk Model Stability (link)
11. American Express - Default Prediction (link)