Meaningful Predictive Modeling
Completed by Tamara Alexandra Soós
June 20, 2021
8 hours (approximately)
Tamara Alexandra Soós'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: Verification And Validation
- Category: Supervised Learning
- Category: Regression Analysis
- Category: Model Optimization
- Category: Model Training
- Category: Classification Algorithms
- Category: Predictive Modeling
- Category: Statistical Modeling
- Category: Predictive Analytics
- Category: Applied Machine Learning
- Category: Natural Language Processing
- Category: Model Evaluation
