Build a predictive model

Based on the given data, create a predictive model using concepts such as regression (linear or logistic), decision tree or Random Forest etc.

Requirement:
- Should have a working knowledge of data science concepts (not just theoretical)
- Worked on at least 2-3 such predictive modeling projects
- Understands the data analytics and forecasting pipeline
- Able to present and communicate learning, insights and forecasting methodology in a clear and concise way
- Predictive model should be easy to interpret by the business owners