Specialist in Time Series Course
What will I learn?
Become proficient in time series analysis with our Time Series Specialist Course, designed for statistics professionals looking to improve their forecasting abilities. Delve into data preprocessing methods, including identifying and managing outliers and missing values. Explore advanced forecasting models such as ARIMA and SARIMA, and learn to break down time series into trend and seasonal elements. Acquire expertise in model training, validation, and visualization, and develop strategic insights for improving inventory and marketing plans. Register now to turn your data into practical insights.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Become skilled at outlier detection: Identify and eliminate anomalies in datasets.
Implement ARIMA models: Forecast future trends accurately.
Perform seasonality analysis: Discover periodic patterns in data.
Evaluate model accuracy: Use MAE and RMSE for performance evaluation.
Visualize data trends: Effectively compare forecasted and historical data.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and 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 it offers practical and relevant knowledge for your professional journey.