About the Course:
This course will teach you how to use machine learning to improve your HR processes. You will learn about the different types of machine learning algorithms and how to apply them to common HR tasks.
Course Objective:
- You will learn how to apply computational processes and create feasible data sets for HR analytics to build predictive models and advanced dashboards for analytics using open-source tools and subscription-based ones.
Who is the Target Audience?
- HR researchers, HR analysts, and students
Basic Knowledge:
- Some basic levels of understanding about data
Curriculum
Total Duration: 3 Hours
Introduction to HR and Analytics
Using business intelligence for HR
Creation of datasets
Understanding open-source tools
HR Data Strategy
Ethics for HR Data
Creating a Dashboard with PowerBL and Looker Studio
Introduction to cloud services for storing people's data
Designing a raw machine learning framework for Human Resources