Course Goal
● Understand the differences between machine learning and deep learning
● Understand the types of machine learning problems
● Understand commonly used machine learning models
● Understand model deployment
● Understand the applications of machine learning in natural language processing
Course Overview
In this course, Dr. Huang will introduce the fundamentals of machine learning and AI, covering topics such as types of machine learning problems, data types, commonly used machine learning models, model deployment, and applications of machine learning in natural language processing. Through this course, students will gain a deeper understanding of machine learning and AI.
【Course Time】
Online Learning 1 hour
【Lecturers】
Dr. Chen-Hsi Huang, Machine learning engineer
Outline
Course Content
- Introduction
- What is machine learning?
- Dive into machine learning
- Machine learning in natural languages
- Conclusion