This badge was issued to Jeroen van Hoof on 14 Oct 2019.
3203 - Regression Models - 2019
Issued by
GAIn® - The Global AI network
Understanding regression models is an important starting point in understanding different machine learning techniques. In this two-day badge, you learn and practice with linear regression, logit regression and regression using tree models. Significant time is spent on validation metrics and feature engineering.
Skills
Earning Criteria
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Linear regression model – Proficient in building and explaining a linear regression model.
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Logistic regression models - Proficient in building and explaining a logistic regression model.
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Regression with tree models - Proficient in building and explaining more complex regression models using tree methods.
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Feature engineering and selection – Understanding how to apply feature engineering and selection theory to regression models.
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Validation metrics for regression models – Capable of choosing the right validation metric for a model and performing validation.
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Exam