Analytics Introduction

• Evolution and Scope
• Data Management and Types
• Decision Models
• Problem Solving and Decision Making

Using Spreadsheets for Analytics

• Excel Formulas
• Excel Functions
• Spreadsheet Add-Ins
• What is Spreadsheet Modeling

Visualizing Data in Spreadsheets

• Excel Data Visualization Tools
• Data Queries in Excel
• Data Summarization in Excel
• PivotTables and Pivot Charts

Descriptive Statistical Measures

• Statistical Notation
• Measures of Location
• Measures of Dispersion
• Measures of Shape
• Measures of Association
• Frequency Distributions
• Excel Descriptive Statistics Tools

Probability Distributions

• Probability Basics
• Discrete Probability Distributions
• Continuous Probability Distributions
• Distribution Fitting

Sampling and Estimation

• Sampling Methods
• Statistical Sampling
• Sampling Distributions
• Estimation
• Interval Estimates
• Confidence Intervals
• Prediction Intervals

Statistical Inference

• Hypothesis Testing
• One-Sample Hypothesis Tests
• Two-Sample Hypothesis Tests
• ANOVA

Regression Analysis

• Simple Linear Regression
• Residual Analysis and Regression Assumptions
• Multiple Linear Regression
• Regression with Categorical Independent Variables
• Regression Models with Nonlinear Terms

HR Management

• Introduction
• Significance of HRM
• Objectives of HRM
• Functions of Human Resource Management
• Modes of Strategic Human Resource Management
• Strategic Planning and Human Resource Practices
• Limitations of HRM

HR Analytics

• HR Analytics Basics
• Talent Life Cycle
• HR Metrics
• HR Data Collection 
• HR Data Analysis

Recruitment and Talent Management Analytics

• Recruitment and Talent Acquisition 
• Workforce Capability 
• Job Analysis and Design 
• Compensation Management
• Performance Appraisal, Planning and Execution
• Rewards and Recognition
• Employee Churn 
• Talent Development
• Career Progression
• Employee Retention
• Employee Engagement 

Learning, Training and Development Analytics

• Training, Development and Education
• Introduction to Learning and Development
• Models of Evaluation

Advanced HR Analytics

• KPI Dashboards
• HR KPI Dashboards
• Talent Analytics Maturity
• HR Cost Benefit
• Role of Social Media
• HR Balanced Scorecard
• Attrition Prediction

Apply for certification

https://www.vskills.in/certification/human-resources/hr-analytics-certification