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Certification Program in HR Analytics
Course Duration: 30 Hrs
Module-I
Evolution of Business Analytics
Rise of HR Analytics
Module-II
Module-III
Applications of HR Metrics
Module-IV
Descriptive Analytics in HR
Module-V
Predictive Analytics in HR
Module-VI
Machine Learning and HR Analytics
Course Fee: Rs 29,999/-
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Module-I: Evolution of Business Analytics
Topics
Motivation for studying Business Analytics
Analytics in different domains of business
Understanding Business Analytics
Managing a Business Analytics Project
Challenges to Business Analytics
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Module-II: Rise of HR Analytics
Fundamentals of Relational Database
1. What is HR Analytics
2. What HR analytics is not?
3. Levels of Analysis
4. Conducting HR Analytics
5. Future of HR Analytics
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Module-III: Application of HR Metrics
Topics
HR Metrics
FTypes of HR Metrics
Staffing Metrics
T & D Metrics
Application Oriented Exercises
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Module-IV: Descriptive Analytics in HR
Topics
Creating HR dashboards
Slicing and dicing of HR data
Applications of Tableau in HR Data Visualization
Module-V: Predictive Analytics in HR
HR Analytics Applications of Correlation and Linear Regression
HR Analytics Applications of Comparisons of Means and ANOVA
HR Analytics Applications of Logistics Regression
Topics
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Module-V: Machine Learning and HR Analytics
Topics
HR Analytics Applications of Neural Networks
HR Analytics Applications of CART and Ensemble Methods
HR Analytics Applications of Factor and Cluster Analysis
Module-VI: Capstone Project