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HR Analytics Table of Content


Table of Content
 


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