Time Series Analysis Course
What will I learn?
Become proficient in Time Series Analysis through our detailed course designed for Economics professionals in Lesotho. Learn how to collect data from important sources, such as FRED, improve your data cleaning skills, and learn how to fit and assess models using MAE and RMSE. Study forecasting methods, including ARIMA and SARIMA, and become skilled in programming languages needed for analysis. Improve your ability to interpret the results, identify patterns, and present accurate forecasts, helping you to make well-informed financial decisions.
Apoia's Unique Features
Develop skills
Enhance your practical skills as listed below
Master data collection: Access and gather economic data efficiently (Ithute ho bokella data: Fumana le ho bokella data ea moruo ka katleho).
Implement models: Fit and evaluate time series models accurately (Sebelisa mefuta: Kenya le ho lekola mefuta ea tatelano ea nako ka nepo).
Prepare data: Clean, transform, and organize data for analysis (Lokisetsa data: Hloekisa, fetola le ho hlophisa data bakeng sa tlhahlobo).
Forecast scenarios: Generate and present effective forecasts (Hlahisa likhakanyo: Etsa le ho hlahisa likhakanyo tse sebetsang).
Analyze trends: Detect seasonality and identify patterns in data (Sekaseka mekhoa: Fumana linako le ho hlahloba mekhoa ea data).
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and workload.
- Choose your starting chapter
- Add or remove chapters
- Alter the total course workload
Examples of chapters you can include
You'll be able to generate additional chapters similar to 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 provides practical and relevant knowledge for your career.