ChatGPT Prompt Engineering for Developers (DeepLearning.AI)
Taught by AI pioneer Andrew Ng and OpenAI's Isa Fulford: the definitive 1.5-hour short course on programmatic prompting with Python.
📌 What is this course?
A legendary free crash course co-created by Dr. Andrew Ng (Coursera co-founder, Stanford adjunct professor) and Isa Fulford (Technical Staff at OpenAI).
It transcends casual “chatting with AI” and teaches the two fundamental principles of programmatic prompt engineering: instructing clearly and giving models time to think.
🎯 Who is this for?
- Developers with basic Python knowledge who want to build real software on top of LLM APIs.
- Anyone looking to understand the essential mechanics of Summarizing, Inferring, Transforming, and Expanding text.
- Engineers who want to build a custom interactive chatbot with system message management.
📚 Key Curriculum Highlights
- Two Core Guidelines:
- Write clear and specific instructions (use delimiters, ask for structured outputs like HTML/JSON).
- Give the model time to think (specify intermediate calculation steps).
- Iterative Prompt Development: How to debug prompts systematically.
- Core Application Archetypes:
- Summarizing: Distilling product reviews into actionable feedback.
- Inferring: Sentiment analysis and zero-shot entity extraction.
- Transforming: Translation, grammar correction, and data format conversion.
- Expanding: Generating personalized customer response emails.
- Building a Chatbot: Maintaining conversation context and message history arrays.
💡 Learning Tips
- Free Built-In Jupyter Lab: You do not need to register an OpenAI API key or set up local environments. DeepLearning.AI includes an interactive in-browser coding environment for free.
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