Techniques


Statistical Tests

 

Hypothesis Testing 

  • Single Tail
  • Two tail
  • How to interpret P Value?

Ordinary Least Square Regression

Logistic Regression

 

Clustering

 

Variable Reduction

  • Factor Analysis
  •  Principle Component Analysis

 

Survival Model

 

Decision Tree

Random Forest

Support Vector Machine (SVM)

 

SOM (Self Organize Map)

 

Neural Network (NM)

 

Forecasting

 

Optimisation

  • Linear Regression
  • Mixed Integer Programming
  • Quadratic Programming

Market Basket Analysis


 

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