Statistical Modeler Course
What will I learn?
Elevate your statistical modelling skills with our Statistical Modeller Course, designed for professionals seeking to master feature engineering, effective reporting, and model selection. Dive into data exploration, learn to handle missing values, and transform data with precision. Gain insights into model training, validation, and interpretation, ensuring your reports are clear and accessible. This concise, high-quality course empowers you to make data-driven decisions confidently and effectively.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master feature engineering: Enhance model accuracy with advanced feature techniques.
Craft clear reports: Communicate findings effectively to technical and non-technical audiences.
Select optimal models: Choose the best forecasting models for precise predictions.
Validate models: Use RMSE and MAE to ensure model accuracy and reliability.
Clean and transform data: Handle missing values and document the cleaning process.
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.