14th ACOMP Course
“Getting started with Artificial intelligence”
In conjunction with SEACOMP Phuket, October 21-23, 2021
|Title:||Getting started with Artificial Intelligence|
|Date:||October 22-23, 2021, 8.00-10.00am (GMT +7)|
|Coordinators:||Prof. Kwan Hoong Ng & Dr. Shier Nee Saw|
|Lecturers:||Prof. Chu Kiong Loo, Dr. Shier Nee Saw|
Synopsis: Machine Learning is a form of artificial intelligence that uses patterns in a large dataset to make predictions such as medical diagnosis, object detection, object recognization, anamoly detection and others. This workshop will introduce the concept of Machine Learning focusing on supervised learning. In supervised learning, we will discuss algorithms which are trained on input data labelled with a desired output. Following that, participants will have Colab hands-on training on how to build machine learning model to solve practical problems.
- To introduce the basic concepts and techniques of Artificial Intelligence/ Machine Learning.
- To gain hands-on coding experience of using recent machine learning for solving practical problem.
Prerequisite: Curiosity and interest to learn. Some basic knowledge of computing.
|Day 1, October 22, 2021|
|08.00am – 08.10am||Overview of AI in medicine||Prof. Kwan Hoong Ng|
|08.10am – 08.40am||Introduction to Machine Learning Lecture||Prof. Chu Kiong Loo|
|08.40am – 09.30am||Google Colab Introduction Hands-on Workshop*||Dr. Shier Nee Saw|
|09.30am – 10.00am||Solving classification problem hands-on Workshop||Dr. Shier Nee Saw|
|Day 2, October 23, 2021|
|08.00am – 08.30am||Regression Concept Lecture||Dr. Shier Nee Saw|
|08.30am – 09.00am||Solving regression problem hands-on Workshop||Dr. Shier Nee Saw|
|09.00am – 10.00am||Develop machine learning model for medical problems||Dr. Shier Nee Saw|
|* We need a google account to use Google Colab. Please register one if you do not have.|
For Inquiry: Prof. Kwan Hoong Ng, ACOMP Director email@example.com