BCG Data Science Job Simulation
Hands-on experience with customer churn analysis and predictive modeling.
Overview
In August 2024, I completed the BCG Data Science Job Simulation on Forage. This program provided valuable insights into working on a data science and analytics team at BCG. I applied my technical expertise to solve real-world problems while gaining hands-on experience with customer churn analysis.
Key Highlights
- Conducted customer churn analysis for XYZ Analytics using Python (Pandas, NumPy)
- Visualized trends using advanced data visualization techniques
- Engineered & optimized a random forest model (85% accuracy)
- Prepared an executive summary with actionable recommendations
The program also emphasized the importance of effective communication, enabling me to present data-driven solutions concisely and clearly.
Skills Gained
- Data Visualization
- Exploratory Data Analysis
- Programming (Python)
- Model Evaluation
- Model Interpretation
- Client Communication
- Business Understanding
