Time Series Analysis Course
What will I learn?
Become a master in Time Series Analysis with our in-depth course designed for Economics experts. Begin with collecting data from important places like FRED, sharpen your data cleaning skills, and learn how to fit and check models using MAE and RMSE. Explore how to predict the future using methods like ARIMA and SARIMA, and get good at using programming languages needed for analysis. Improve your skills in understanding results, spotting trends, and presenting predictions well, so you can make smart economic decisions.
Apoia's Unique Benefits
Develop skills
Enhance your practical skills listed below
Master data collection: Get and collect economic data like a pro.
Implement models: Fit and check time series models accurately (kabisa).
Prepare data: Clean, change, and arrange data ready for analysis.
Forecast scenarios: Create and share predictions that work.
Analyze trends: Spot seasonality and find patterns in the data.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It does not equate to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.