CERTIFICATION PROGRAM

This certification is designed to support data mining, statistical modeling with prediction of future probability and trends. It should be measured for an individual or other entity.

This can be applied to past, present, and future decision making to known data. Analyze current data to make predictions about future events with the help of many intelligence.

About Certification

In this course you will learn

  • Introduction, excel and hypothesis testing of covariance and correlation
  • Regression case study and Multivariate Linear regression
  • MLR Analysis, Simple regression model, OLS properties
  • Coefficient of Determination and limitations of regression analysis
  • Anova, F-statistics and Qualitative factors
  • Heteroscedasticity, Multicollinearity and Qualitative factors
  • Gains chart and gini
  • Multivariate regression using R
  • R software Heteroscedasticity

CAREER BENEFITS

This certification will help professionals to…

  • Predict future probabilities and future behavior.
  • Determining unseen trends and unknown future events.
  • Analyze current data to make predictions about future events with the help of Statistical modeling.

Target Audience

Consultant Predictive Analyst

Data Analytics

Financial analysts

Assistant Manager

Manager Analytics

Predictive Moduller

COURSE HIGHLIGHTS

8+ Hrs Video Recording

PPT’s

Study Notes

Companies that hire Certified Candidate

Modules

Predictive Analytics - Linear Regression

Course Curriculum

  • Introduction, excel and hypothesis testing of covariance and correlation
  • Regression case study and Multivariate Linear regression
  • MLR Analysis, Simple regression model, OLS properties
  • Coefficient of Determination and limitations of regression analysis
  • Anova, F-statistics and Qualitative factors
  • Heteroscedasticity, Multicollinearity and Qualitative factors
  • Multivariate regression using R
  • R software Heteroscedasticity