Course curriculum

  • 1

    Introduction to HR Analytics

    • HR Analytics Intro

    • Stages of Analytics

    • Analytics Process

    • Measuring Data

    • Benefits & Challenges

    • Application of HR Analytics

    • Bias in Analytics
  • 2

    Analytics - Basic to Intermediate

    • Recruitment Analytics

    • Recruitment Analytics - Excel

    • Recruitment Analytics - Key metrics

    • Performance Analytics

    • Performance Analytics - Excel
  • 3

    Advanced Analytics

    • Business problem #1 solved using rank and percentile

    • Business Problem #2 solved using descriptive statistics

    • Business problem #2 solved using histogram

    • Business problem #3 solved using correlation and covariance

    • Business problem #4 solved using paired t-test

    • Business problem #5 solved using t test unequal variance

    • Business problem #6 solved using ANOVA single factor

    • Business problem #7 solved using ANOVA two factor with replication

    • Business problem #8 solved using ANOVA two factor without replication

    • Business problem #9 solved using z test

    • Business problem #10

    • Business problem #10 solved using LR

    • Business Problem#11 and introduction to moving average and exponential smoothing

    • Business problem #11 solved using moving average

    • Business problem #11 solved using exponential smoothing