Regression and Classification
Completed by Weiwei Wang
March 15, 2025
34 hours (approximately)
Weiwei Wang's account is verified. Coursera certifies their successful completion of Regression and Classification
What you will learn
Express why Statistical Learning is important and how it can be used.
Identify the strengths, weaknesses and caveats of different models and choose the most appropriate model for a given statistical problem.
Determine what type of data and problems require supervised vs. unsupervised techniques.
Skills you will gain
- Category: Predictive Modeling
- Category: Regression Analysis
- Category: Statistical Methods
- Category: Data Science
- Category: Logistic Regression
- Category: Classification And Regression Tree (CART)
- Category: Statistical Analysis
- Category: Machine Learning
- Category: Model Training
- Category: Machine Learning Algorithms
- Category: Statistical Inference
- Category: Statistical Modeling
