Workshop: Predict Diabetes Cases with Neural Networks

Date: 16 Jan 2023 (Mon)

Time: 14:30 – 17:00

Target Audience: All Students

Venue: Online via MS Teams

Pre-requisite: 

• Basic Python programming experience is required.
• Interested to know what neural networks are.

Medium of Instruction: English

 Course Description：

• Understand the process of collecting, cleaning, and analysis of data from a dataset for classification and build a neural network model to predict and evaluate results.
• This course belongs to “Deep Learning Hands-on Applications Series”. With completion of the 8 workshops in “Deep Learning Hands-on Application Series”, you will get an extra certificate of attendance. Click here for details!

Course Outline:

1. What are neural networks?
2. Why we use neural networks in machine learning?
3. What is Keras?
4. Flow of building a neural network model
5. Example to build a neural network model to predict diabetes cases