Meaningful Predictive Modeling
Completed by Shreya Rao
May 18, 2023
8 hours (approximately)
Shreya Rao'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: Text Mining
- Category: Classification Algorithms
- Category: Model Evaluation
- Category: Model Optimization
- Category: Model Training
- Category: Regression Analysis
- Category: Supervised Learning
- Category: Applied Machine Learning
- Category: Natural Language Processing
- Category: Predictive Analytics
- Category: Predictive Modeling
- Category: Statistical Modeling
