Meaningful Predictive Modeling
Completed by Daria Kolobova
December 12, 2023
8 hours (approximately)
Daria Kolobova's account is verified. Coursera certifies their successful completion of Meaningful Predictive Modeling
What you will learn
Understand the definitions of simple error measures (e.g. MSE, accuracy, precision/recall).
Evaluate the performance of regressors / classifiers using the above measures.
Understand the difference between training/testing performance, and generalizability.
Understand techniques to avoid overfitting and achieve good generalization performance.
Skills you will gain
- Category: Classification Algorithms
- Category: Model Evaluation
- Category: Regression Analysis
- Category: Predictive Modeling
- Category: Python Programming
