GATEWAY CONSULTING SINGAPORE

1. Duration

All course participants are required to work on the Course Project Work which will account for nearly 42% of the Course contact time (7.5 hours out of a total of 18 hours for the 3-day Course).

2. Project Work Details

The Project Work component will be a major feature of the AIDA Course. In all, there will be 4 labs in which participants will be trained on the use of ChatGPT-Plus Advanced Data Analysis to acquire the necessary basic skills to undertake data analytics in healthcare. The Course Project Work will comprise 5 labs each of 1.5 hour duration. Details of the labs are as follows:

Lab 1. Introduction to Artificial Intelligence with reference to ChatGPT

(Course participants will be taught how to install and run ChatGPT-Plus Advanced Data Analysis. No coding is needed.)

Lab 2. Modifying and Visualizing Data

(Course participants will be get the opportunity to work with a real clinical dataset to try out Exploratory Data Analysis including cleaning, modifying and visualizing data using statistical charts and graphs)

Lab 3. Analysis involving Non-Measurement Data

(Course participants will be get the opportunity to work with a real clinical dataset to perform commonly used statistical tests involving non-measurement data such as chi-square tests, Fisher’s exact test, McNemar’s test for matched samples.

Lab 4. Analysis involving Measurement Data

(Course participants will get the opportunity to work with a real clinical dataset to perform commonly used statistical tests involving measurement data such as unpaired and paired t-tests, 1-way Analysis of Variance and followup Post-Hoc tests. The lab session will include the use of non-parametric tests, statistical correlation and regression analysis and regression modeling)

For the labs, participants will mostly work with a real clinical dataset comprising data taken from 1000 randomly-selected individuals in a large scale, population-based health survey.

3. Project Work Grading

The Project Work will account for 50% of the final marks for Course Assessment. The other 50% will be given for written Assessment comprising Multiple Choice Questions to be taken by participants at the end of the Course.