Case Study: Time Series Forecasting — Roadmap Step & Resources
Forecasting future values using historical trends and seasonality
- Level: advanced
- Estimated time: 2 days
- Roadmap: Machine Learning
Before this step
Interview questions
- Why can't you use standard k-fold cross-validation on time series data without modification?
Study resources
- Time Series (Article) — Kaggle Learn's free micro-course on time series forecasting techniques.
- Time Series Forecasting Explained (Video) — A practical walkthrough of forecasting a real time series dataset.
Part of
- Real-World ML Case Studies & Capstone — section
- Machine Learning roadmap — the full learning path