Predictive-Analytics
Resources
Great resources, visuals, or notes that I can reference in the future.
Project 1: Predict Sales for a Catalog Launch
Linear Regression
Project 2: Select the Next Location for a Store
Linear Regression
Project 3: Visualize Loan Data Customer Segments
Data Discovery
Project 4: Predict Loan Default Risk
Logistic Regression, Stepwise Regression, Decision Tree, Random Forest, Boosted Model
Model comparison and scoring methods
Project 5: Market Analysis
A/B Test
Project 6: Forecast Demand
Time Series - ETS and ARIMA
Project 7: Demographic Data Analysis
Variable Reduction with PCA and K-Means, K-Median, and Neural Gas Cluster Analysis