IIRF Online > Business > Human Resources > HR Analytics > Hands-On HR Analytics Online Course for Human Resources
Hands-On HR Analytics Online Course for Human Resources by Udemy
People Analytics & Analytical Process to Human Capital | XL & Open Source Data Mining & ML Tools | 6 Data Assignments
Course Highlights
- Select relevant HR Metrics relevant for your organization and build HR Dashboards
- Know what data to look for in various scenarios relating to HR
- Select the right analytics methods/tools for a given HR scenario
- Create Histograms, Boxplots and perform necessary analysis to validate various HR Scenarios with data
- Use scatter diagram, correlation, chi-square test, ANOVA, T-Test to validate HR Hypotheses
- Build simple predictive models using Regression
- Lead a HR Analytics project
Skills you will learn!
Curriculum
2 Topics
Introduction
HR Analytics Case Studies
1 Topic
Guesstimate Assignment
7 Topics
Why HR Analytics & Why Now?
Foundational Concepts of HR Anlaytics
History of HR Analytics
HR Analytics Maturity Model
HR Analytics Technology & Tools
Types of Analytics
Additional Resources
9 Topics
HR Metrics
HR Metrics Tree I
HR Metrics Tree II
Dashboarding Tips
Dashboarding Charts
New & Advanced Charts
Visual Appeal of Data
Types of Data
NEW LECTURE : Walk through of Orange - Data Visualization & Mining Tool
1 Topic
Gender Parity Assignemnt
13 Topics
HR Analytics Model
Descriptive Statistics I
NEW LECTURE : Plotting Histograms in Orange
Descriptive Statistics II
Skewness & Kurtosis
Central Trend & Dispersion
Real Stats Installation Procedure
Central Trend in Real Stats
NEW LECTURE : Descriptive Stats in Orange
Creating Box Plots
Using Box Plots with Visualization
NEW LECTURE : Plotting Boxplots in Orange
Outlier Analysis
1 Topic
Descriptive Analytics Assignment
8 Topics
Diagnostic Analysis Intro
Framing Hypothesis Statements
Risks in Decision Making
Hypo Test Selection
Chi-Square Test
Chi-Square Test in Real Stat
NEW LECTURE : Chi-Square Test in Orange
Chi-square Test Sample Size
1 Topic
Employee Attrition Assignment
4 Topics
Mean Tests Selection
Performing t-Tests
Performing ANOVA
NEW LECTURE : Performing t-Tests & ANOVA in Orange
1 Topic
Employee Satisfaction Analytics Assignment
8 Topics
Scatter Plots
Correlation Coefficient
NEW LECTURE : Correlation Coefficients in Orange
NEW LECTURE : Scatter Plots in Orange
Regression Models
Prediction with Multi-Linear Regression
NEW LECTURE : Regression in Orange
Handling Outliers
2 Topics
Recruitment Analytics Assignment
Bonus Lecture: Details of our other courses
Hands-On HR Analytics Online Course for Human Resources
Related HR Analytics Courses
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