
This is an introduction video on HR Analytics
In this lecture, you will learn HR Analytics used cases
In this lecture, you will learn why we need HR Analytics and why now.
In this lecture, you will learn the foundational concepts of HR Analytics.
In this lecture, you will learn about the history of HR Analytics.
In this lecture, you will learn about HR Maturity models.
In this lecture, you will learn about HR Analytics tools and technology.
In this lecture, you will learn the types of analytics.
In this lecture, you will learn HR Metrics.
In this lecture, you will learn the HR Metrics.
In this lecture (continued from previous lecture), you will learn the HR Metrics.
In this lecture learn the dashboarding tips
Learn the dashboarding charts of HR Analytics in this lecture.
In this lecture, you will new and advanced charts of HR Analytics.
In this lecture, learn visual appeal of data.
Learn the types of data in HR Analytics
A Walk through lecture on Orange - Data Visualization & Mining Tool for HR Analytics
In this lecture, learn the HR Analytics model.
In this lecture, learn descriptive statistics used in HR Analytics.
Lear to plot Histogram in Orange for HR Analytics
In this lecture (continued from previous lecture), learn descriptive statistics used in HR Analytics.
In this lecture, learn Skewness n Kurtosis for HR Analytics.
In this lecture, learn central trend and dispersion for HR Analytics.
In this lecture, learn real stats installation procedure in HR Analytics.
In this lecture, learn central trend in real stats
Learn descriptive stats in Orange for HR Analytics
In this lecture, learn to create Box Plots for HR analytics.
In this lecture, learn the use of Box Plots for visualization in HR Analytics
In this lecture, learn the outlier analysis for HR analytics
This lecture is an intro to diagnostic analytics in HR.
Learn to frame Hypothesis statements for HR analytics
In this lecture, you will learn the risks in decision making in HR analytics
In this lecture, you will learn Hypothesis test selection in HR analytics
Learn about Chi-square test in HR Analytics
In this lecture, learn the Chi-square test in Real Stat for HR analytics
Learn to perform chi-square test in Orange for HR Analytics
In this lecture, you will learn Chi-square test sample size in HR analytics
In this lecture, you will learn Mean Tests selection in HR Analytics
Learn to perform t tests in HR analytics
Learn to perform ANOVA in HR analytics
Learn to perform t-tests & ANOVA in Orange in HR Analytics
HR Analytics or People Analytics is about taking people based decisions using data. That way HR Analytics can touch every division of HR and improve its decision making including Talent Acquisition and Management, Compensation and Benefits, Performance Management, HR Operations, Learning and Development, Leadership Development, etc.
This "HR Analytics Online CPD course" is accredited by The CPD Group (UK) and offers 20 CPDs on completion without any extra fee.
Note: Students who complete this course are offered the opportunity to apply for an optional Accredited HR Analytics Professional Certification Exam, free of charge. This exam is administered by CBMG. Passing this exam enables you to earn an industry accredited HR Analytics Professional Certification. This external exam is both optional and free.
Business Leaders accept that use of HR analytics to HR decisions may them more promising and accurate.
Most organizations today sit on a pile of data, thanks to HRMS & Cloud storage. However, in the absence of a proper HR analytics tool or necessary capability in HR professionals, these useful data or information we are talking about might be scattered and unused.
A HR Professional with right Analytics capability can interpret and transform this valuable data in useful statistics using HR and big data analytics to insights.
People Analytics will make Human Resources Department a true and valuable business partner.
Hands-on HR Analytics Online Course Structure
5 HR Datasets will be used to help you learn HR analytics
Includes 6 Hands-On Assignments
Gender Parity Analytics
Compensation & Benefits - Descriptive Analytics Screening & Outlier Analysis
Recruitment Analytics
Employee Attrition Analytics
Employee Satisfaction Analytics
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
HR Metrics that you can use
HR Dashboarding Tips
Descriptive Analytics
Measures of Central Tendency, Dispersion, Distortion
Distribution Plots, Box Plots
Outlier Analysis
Diagnostic Analytics
Hypothesis Testing
Confidence Levels, Alpha and Beta Risks
Hypo Test Selection
Chi-square test
T- Tests
ANOVA
Predictive Analytics
Correlation
Line of Best, Rsq, VIF
Multi Linear Regression
Overview of Logistic Regression
Tools Used:
Open Source Data Mining and ML Tool
MS Excel Tool
Free Excel based Add-ons