Meaningful Predictive Modeling
Completed by Boris Rendon
January 30, 2024
8 hours (approximately)
Boris Rendon'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: Text Mining
- Category: Model Evaluation
- Category: Verification And Validation
- Category: Natural Language Processing
- Category: Predictive Analytics
- Category: Model Optimization
- Category: Model Training
- Category: Predictive Modeling
- Category: Statistical Modeling
- Category: Applied Machine Learning
- Category: Supervised Learning
