HR Analytics Programme
HR Analytics - Practitioner
- Tool Used: Excel
- Introduction to Analytics
- Key HR Matrices
- Statistical Modelling
- Understanding the Business Problem
- Data Discovery and Collection
- Data Preparation
- Hypothesis testing
- Correlation, correlation coefficient and linear regression
- 15 Statistical Tools
- 25 Case Studies
- 2 Projects
HR Analytics - Advanced
- Tools Used: Excel, Python and Tableau
- Introduction to Python and Tableau
- Types of Data, Data Directory and Validate Data
- Statistics – Univariate (Numerical and Categorical)
- Data Cleaning
- Statistics – bi-variate (Numerical and Categorical)
- Hypothesis Testing
- Feature Engineering – Variable Creation and Transformation
- 5 Statistical Tools
- 10 Case Studies
- 2 Projects