IIM Bangalore - IIM Bangalore - Certificate Programme in Human Resource (HR) Analytics
- Offered byJigServ
IIM Bangalore - Certificate Programme in Human Resource (HR) Analytics at JigServ Overview
Duration | 6 months |
Mode of learning | Online |
Credential | Certificate |
IIM Bangalore - Certificate Programme in Human Resource (HR) Analytics at JigServ Highlights
- Earn a Certificate from IIM Bangalore, one of the top B-School in the country
- Participants will also take up Action Learning Projects with Live data set from their organizations
- Pedagogy will be a mix of exercises, activities, readings, cases, experiential content, and discussions
- IIMB has around 100 full time faculty members, more than 1200 students and nearly 6000 annual Executive Education participants
IIM Bangalore - Certificate Programme in Human Resource (HR) Analytics at JigServ Course details
- For HR practitioners seeking to develop hands-on insights from real data available in HR
- For Middle to Senior level HR leaders and functional heads who seek to appreciate the possibilities of utilizing data in their organizations for predictive and prescriptive strategic recommendations related to talent management
- Also relevant for data analytics experts to understand HR function's nuances
- Understand the role of analytics in People Management
- Understand principles and methodologies of data collections and data preparation.
- Building descriptive, predictive and prescriptive models using AI, ML and Operations Research techniques
- Appreciation of key statistics and HR value creation concepts -People Productivity and ROI
- Appreciate application of emerging technologies in the domain of HR
- Explore emerging technology trends in HR, including Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP)
- The course uses individual, group, and organizational level data across HR functions to understand what impacts people's behaviour in the workplace
- Program helps participants build predictive HR models to solve people function issues, reduce risk, uncover new opportunities, increase profitability
- Understanding of various statistical models used in predictive and prescriptive analytics and their applications of various HR and industry context
- Course Fees: Rs. 440000
IIM Bangalore - Certificate Programme in Human Resource (HR) Analytics at JigServ Curriculum
Introduction to HR Analytics
Future of work and application of analytics in HR
Deriving value from data and examples and use cases of analytics in HR
Foundations of Data Science
Introduction to Probabaility
Random Variables
Sampling and Estimation
Hypothesis Testing
Story Telling Through Data
Visualization Introduction
Visualization of Numerical Data
Visualization of Text Data
Story telling framework
Predictive and Prescriptive Analytics
Supervised Learning Algorithms
Logistic Regression (LR)
Decision Tree Learning
Ensemble Methods
Prescriptive Analytics Techniques
Case Studies
Application of Analytics to HR Data
Identification of project idea and objectives
Analysis of datasets on recruitment
Determining appropriate recommendations from analytics for creating value
Use cases of HR analytics in the workplace
Discussion on Organizational Network Analysis
Case Studies
Machine Learning Using Python
Project Presentation & Certification
IIM Bangalore - Certificate Programme in Human Resource (HR) Analytics at JigServ Faculty details
IIM Bangalore - Certificate Programme in Human Resource (HR) Analytics at JigServ Entry Requirements
- Graduate with relevant work experience of 4+ years
- Not mentioned
Other courses offered by JigServ
Student Forum
Anything you would want to ask experts?
ManagementHuman ResourcesHR ManagementIIM Bangalore - Certificate Programme in Human Resource (HR) Analytics