Statistical Modeler Course
What will I learn?
Improve your statistical modelling skills with our Statistical Modeller Course, designed for professionals looking to master feature engineering, effective reporting, and model selection. Get stuck in with data exploration, learn to manage missing values, and transform data properly. Get a good understanding of model training, validation, and interpretation, making sure your reports are clear and easy to understand. This short, high-quality course will help you to make data-driven decisions with confidence and in an effective way.
Apoia's Unique Offerings
Develop your skills
Enhance your practical skills listed below
Master feature engineering: Improve model accuracy with advanced feature techniques.
Create clear reports: Share what you've found in a way that technical and non-technical people can understand.
Select the best models: Choose the best forecasting models for accurate predictions.
Validate models: Use RMSE and MAE to make sure models are accurate and reliable.
Clean and transform data: Manage missing values and keep a record of how the cleaning was done.
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 similar to the examples below
This is a free course aimed at 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.