skill track 07

Prompt Engineering

Introduction to Prompt Engineering.

Description

A set of curated notebooks to help you master prompt engineering for healthcare and beyond. Using real-world medical examples, you will learn how to communicate effectively with language models like ChatGPT, design safe and precise prompts, and apply them in clinical, educational, and research settings.

By the end of these notebooks, you should feel more comfortable with:

▸The basics and terminology of prompt engineering
▸Designing effective prompts to guide AI language models
▸Applying prompt techniques in healthcare and scientific scenarios

Announcements

For this skill track, it doesn't matter what kind of chatbot you prefer. We have tested everything with ChatGPT (OpenAI).

Requirements

  • ▸Basic knowledge of a chatbot of your choice
  • ▸Have a look at the theoretical basics before you start with the notebooks

Syllabus

01Beginner Prompt EngineeringOpen in Colab
02Intermediate Prompt EngineeringOpen in Colab
03Advanced Prompt EngineeringOpen in Colab
04Expert Prompt EngineeringOpen in Colab
05Natural-Language Queries on Tabular DataOpen in Colab
06Dataset Ingestion and Cleaning (Chest X-ray)Open in Colab
07Data Extraction from PDFs (Medical Reports)Open in Colab
08Working with Research PapersOpen in Colab

Theoretical Basics

▶View Slide Deck

References

Parts of this course were created with the help of ChatGPT.

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