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
Module 1: Introduction to AI and Machine Learning
- Overview of Machine Learning and AI
- Application of AI to H
- AI Based HR Companies and Startups
- Types of Machine Learning
- Machine Learning Methodology
Module 2: Build Simple AI Systems for HR
- Text Classification
- Image Recognition
- Pre-Interview Shortlisting System
Module 3: Build Simple AI Chatbots for HR
- What is AI Chatbot
- Build a Simple Chatbot with Scratch
- Build a Simple Chatbot with Dialogflow
Module 4: Machine Learning With Orange
- What is Orange
- Salary Predictive Model
- CV Text Classification