Meaningful Predictive Modeling
Completed by Panikedath Madhusudhanan
November 7, 2024
8 hours (approximately)
Panikedath Madhusudhanan'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: Model Optimization
- Category: Natural Language Processing
- Category: Verification And Validation
- Category: Model Training
- Category: Classification Algorithms
- Category: Model Evaluation
- Category: Text Mining
- Category: Regression Analysis
- Category: Applied Machine Learning
- Category: Supervised Learning
- Category: Predictive Analytics
- Category: Predictive Modeling
