Specialist in Time Series Course
What will I learn?
Become a master of time series analysis with our Time Series Specialist Course, designed for statistics professionals looking to boost their forecasting skills. Get stuck into data preprocessing techniques, including spotting outliers and dealing with missing values. Explore advanced forecasting models like ARIMA and SARIMA, and learn to break down time series into trend and seasonal bits. Gain expertise in model training, validation, and visualisation, and develop strategic insights for optimising stock and marketing strategies. Sign up now to turn your data into insights you can actually use.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master outlier detection: Identify and remove anomalies in data sets.
Implement ARIMA models: Forecast future trends with precision.
Conduct seasonality analysis: Uncover periodic patterns in data.
Evaluate model accuracy: Use MAE and RMSE for performance insights.
Visualise data trends: Compare forecasted and historical data effectively.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change 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.