These are the exercise files used for Artificial Intelligence for Human Resource course.
The course outline can be found in
https://www.tertiarycourses.com.sg/artificial-intelligence-ai-human-resource.html
https://www.tertiarycourses.com.my/artificial-intelligence-ai-human-resource-malaysia.html
Topic 1: Human Resource and AI
- Overview of Human Resource Management
- Introduction to Artificial Intelligence
- Natural Language Processing
- Deep Learning
- Supervised Learning
- AI Opportunities in HR
Topic 2: Use Cases of AI to HR
- Neural Network
- Deep Learning Framework
- Use Case 1 - Employee Attribution
- Use Case 2 - Organizational Design
- Use Case 3 - Employee Development
Topic 3: AI Adoption in an Organization
- Challenges of AI Adoption
- Data Quality and Quantity
- Data Labeling
- Bias Issue in Data
- AI Ethics