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 improve their forecasting abilities. Delve into data pre-processing methods, including identifying outliers and managing missing values. Investigate sophisticated forecasting models such as ARIMA and SARIMA, and understand how to break down time series into trend and seasonal parts. Develop expertise in model training, validation, and visualization, and gain strategic insights for improving inventory and marketing plans. Register now to turn your data into practical insights.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Become proficient in outlier detection: Identify and remove anomalies in datasets.
Implement ARIMA models: Accurately forecast future trends.
Perform seasonality analysis: Discover cyclical patterns in data.
Assess model accuracy: Use MAE and RMSE for performance evaluation.
Visualise data trends: Effectively compare forecasted and historical data.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify 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 provides practical and relevant knowledge for your professional journey.