Sankhya is committed to bridge the gap between demand and supply for analytics professionals. Our training modules are designed based on our experience in business analytics consulting.

We offer training courses to a range of audiences - from relatively inexperienced users of statistics to experienced statisticians. We have designed modules from basic statistics to advanced predictive modeling.

The training sessions are offered at our facility or on-site depending upon client’s need.

Predictive Modeling

  • Linear Regression
  • Logistic Regression
  • Poisson/Gamma Regression
  • Model Validation

Multivariate Analysis

  • Principal Component Analysis
  • Factor Analysis
  • Cluster Analysis

Time Series Analysis

  • Testing for Stationarity
  • ARIMA Modeling
  • Time Series Regression

Machine Learning

  • Decision Tree
  • Random Forest Method
  • Neural Networks
  • Support Vector Machine Algorithm

Biostatistics

  • Summary Statistics
  • Parametric Tests
  • Non-Parametric Tests
  • Analysis of Variance
  • Survival Analysis

R/Python Programming

  • Introduction to R/Python
  • Data Management
  • Statistical Analysis using R/Python