Specialist in Time Series Course
What will I learn?
Become a master in time series analysis with our Specialist in Time Series Course, designed for statistics pros looking to sharpen 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 visualization, and develop smart insights for improving stock control and marketing plans. Sign up now to turn your data into proper actionable insights.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master outlier detection: Spot and remove dodgy bits in data sets.
Implement ARIMA models: Forecast future trends with accuracy.
Conduct seasonality analysis: Uncover regular patterns in data.
Evaluate model accuracy: Use MAE and RMSE for performance insights.
Visualize data trends: Compare forecasted and historical data properly.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the 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 growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.