Workshop: Real life example using R programming language on Machine Learning application (in English)

Date: 11 Oct 2023 (Wed)

Time: 14:30 - 17:00

Venue: M403 / Online via Zoom

Target Audience: All Students

Medium of Instruction: English

Pre-requisite:

• Basic R programming skill

• Interested in using machine learning techniques to classify documents into specific classes

• Make use of machine learning techniques (text mining) to classify documents into specific classes

• Get hands-on experience on various steps for implementing machine learning

• Hands-on coursework will be provided to practice your skill

Course outline:

1. How to use classification for text mining?

2. Preprocess and prepare the textual data

3. Create training and testing set

4. Train the machine learning models using the textual data

5. Test the models and conduct model evaluation

6. Improve performance

7. Make a classification for new documents