Practical Data Science (Spring 2025) - Session 4 - Part B
This part is completely optional. I set this up for educational purpose only. It is not required for submission. The reason is to inject some complexity to the model hoping to cover a wide range of levels of students present in this class. 📚🧐
Why are we doing the experiment in this video? Previously, we created a function to rate the score of user prompt, and a website. In practice, it'll be very dangerous to just directly put that function in production because we don't know how the function will behave. Thus, in this video, we introduce a new network model 🕸️ such that we can train against the user prompt and see if the neural network model can reproduce the human feedback correctly. The video aims to provide source code and explain the steps required in this kind of experiment. As a reminder, this is not required for any submission. It is purely for educational purposes. 📹📝
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