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HR Analytics – Live Online
Live Online Class on HR ANALYTICS
Next batch starts on 19th April 2020
Learn data driven decision making for HR
At the end of the course, you’ll :
- Select relevant HR Metrics relevant for your organization and build HR Dashboards with
- Know what data to look for in various scenarios
- Create Histograms, Boxplots and perform necessary analysis to validate various HR Scenarios with data
- Select the right analytics methods/tools for a given scenario
- Use scatter diagram, correlation, chi-square test to validate HR Hypotheses
- Build simple predictive models using Regression
Tools Used:
- MS Excel Tool
- Free Excel based Add-ons
Course Structure:
- Watch self-paced video lectures every week (Total 240 mins)
- Attend 8 Weekend Live Online Instructor Led Classes of 2 hours each
- Get personal guidance from instructor
- Interaction with participants during live classes
- Discuss application challenges
- Complete Weekly Quiz & receive feedback
- Complete Project Assignment on HR Analytics
- Course Duration: 4 Weekends(Saturday & Sunday)
Curriculum:
- Introduction to HR Analytics
- Concept, Evolution of HR Analytics & Role of Analytics in HR
- Case studies of HR Analytics – Machine Learning and AI in HR
- Types of HR Analytics and Maturity Level of HR Analytics
- Guesstimation – HR Personnel Case Study
- HR Metrics
- Recommended HR Metrics for Recruitment, Diversity, HR Operations, Workforce Planning, Performance Management, C&B, Diversity & Inclusiveness, Employee Relations, Employee Engagement & Employee Attrition
- Linkage between HR metrics and Business Performance Metrics such Profitability, Revenue, Growth, Productivity, Quality, Cost, Etc
- HR Dashboard
- Selection of Right type of Charts
- Visualization Tips
- Gender Bias Case Study
- Descriptive Analytics – Univariate Analytics
- Tips on Right Data Collection & Pre-processing methods for HR Analytics
- Creating Histogram
- Outlier Analysis – C&B Case study
- Creating Box Plots
- Box Plots – HR Op Case study
- Data Classification in Analytics
- Diagnostic Analytics – Bivariate Analytics
- Scatter Diagram & Correlation
- Predictive Modelling
- Simple Predictive Model :Recruitment Case Study
- Framing of Hypothesis
- Data Sampling, Confidence Level and Risk
- Types of Hypothesis Tests
- Chi-square Test
- Employee Churn Case Study
Course Features:
- Training by certified instructor
- Interactive live sessions
- Flexible timings
- Access to our self-paced course content with 1 year access validity
- Small batch size
- Mentoring & doubt clearing sessions
- 6 Case Studies of HR Ops, Recruitment and L&D
Target Audience:
HR professionals (including HRBP, HR generalists, HR functional experts) who are required to analyze and solve HR issues based on data
Prerequisite:
HR professionals with good exposure to HR processes
Introduction to HR Analytics
HR Metrics & Dashboards
Week 1 Assignment
Descriptive Analytics – Univariate Analytics
Regression & Predictive Modelling
Week 2 Assignment
Diagnostic Analytics
Week 3 Assignment
Recorded Videos Of Live Classes