Time Series Analysis Course
What will I learn?
Master the art of Time Series Analysis with our comprehensive course tailored for Economics professionals. Delve into data collection from key sources such as FRED, refine your skills in data cleansing, and learn to fit and evaluate models using MAE and RMSE. Explore forecasting techniques, including ARIMA and SARIMA, and gain proficiency in programming languages essential for analysis. Enhance your ability to interpret results, identify trends, and present forecasts effectively, empowering you to make informed economic decisions.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data collection: Access and gather economic data efficiently.
Implement models: Fit and evaluate time series models accurately.
Prepare data: Cleanse, transform, and organise data for analysis.
Forecast scenarios: Generate and present effective forecasts.
Analyse trends: Detect seasonality and identify patterns in data.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the 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 is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.