Andrew Ng and Isa Fulford's released great course called "Building Systems with the ChatGPT API" on DeepLearning.AI site.
I've followed on-screen instructions to re-create their practical Jupyter notebooks and then adapted the code to run against Azure OpenAI service, as it has slightly different syntax in comparison to the original OpenAI endpoints:
- Language Models, the Chat Format and Tokens;
- Classification;
- Moderation;
- Chain of Thoughts;
- Chaining Prompts;
- Check Outputs;
- Build an End-to-End System;
- Evaluation - Part 1;
- Evaluation - Part 2.