Linear Regression
• Sales Forecasting
• Risk Assessment
• Market Research
Logistic Regression
• Class Segmentation
• Politics
• Weather Forecasting
• Credit Scoring Risk Management
Decision Tree
• Pricing
• Loan Risk
• Healthcare Risk Management
Random Forest
• Stock Market
• Healthcare
• Fraud Detection
• E-commerce recommendations
K -Means Clustering
• Clusters by similarity
Support Vector Machine
• Stock Market forecasting
Naïve Bayes Classifier 
• Sentiment Analysis
• Document Categorical
• Spam Filtering
Artificial Neural Networks
Apriori
• Market Basket Analysis

Download for more details