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Exercise files for Artificial Intelligence for Human Resource

Home Page: https://www.tertiarycourses.com.sg/artificial-intelligence-ai-human-resource.html

Jupyter Notebook 100.00%

ai4humanresource's Introduction

Artificial Intelligence for Human Resource

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

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