Statistical Modeler Course
What will I learn?
Improve your statistical modeling skills with our Statistical Modeler Training, designed for professionals who want to master feature engineering, report results clearly, and select the right model. Understand how to explore data, deal with missing information, and change data accurately. Learn how to train, validate, and understand models, so your reports are easy to understand. This short, high-quality training will give you the confidence to make good decisions based on data.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Master feature engineering: Improve model accuracy using advanced feature techniques.
Prepare clear reports: Share what you find effectively with people who know about the topic and those who don't.
Select the best models: Choose the most suitable forecasting models for accurate predictions.
Check models are working well: Use RMSE and MAE to make sure the model is accurate and reliable.
Clean and change data: Manage missing information and write down how you clean the data.
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.