Business Forecasting – SIUE

Syllabus

Slides

• Lecture 1: Data Structure and Baseline Forecasting
• Lecture 2: Validation, Overfitting, and Forecast Failure
• Lecture 3: Regularization and Model Stability
• Lecture 4: Nonlinear Forecasting and Risk Control
• Lecture 5: Model Limits and Decision Context
• Lecture 6: Evaluation, Integration, and Future Directions

Lecture Notes

• Lecture 1
• Lecture 2
• Lecture 3
• Lecture 4
• Lecture 5
• Lecture 6

Course works:

All coding examples in class are here

Assignments:

• Assignment 1. Mock Interview Questions 1 (with answers)
• Assignment 2. Mock Interview Questions 2
• Assignment 3. Mock Interview Questions 3
• Assignment 4. Mock Interview Questions 4

Projects:

You may need to choose one of these three projects as your final project based on your interest and major:

• Healthcare and Public Health
• Finance
• Data Scientists for Commercial Business