Specialist in Time Series Course
What will I learn?
Master the ins and outs of time series analysis with our Specialist in Time Series Course, tailored for statistics professionals looking to sharpen their forecasting abilities. Delve into data preprocessing methods, including spotting outliers and dealing with missing values. Get to grips with advanced forecasting models like ARIMA and SARIMA, and learn how to break down time series into trend and seasonal elements. Build up expertise in model training, validation, and visualization, and develop strategic insights for fine-tuning stock and marketing plans. Sign up now to turn your data into insights you can actually use.
Apoia's Advantages
Develop skills
Strengthen the development of the practical skills listed below
Master outlier detection: Spot and get rid of anomalies in datasets.
Implement ARIMA models: Forecast future trends with pinpoint 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 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.