Prompt Engineering


Introduction to Prompt Engineering.

πŸ“‹ Content

πŸ“„ Description

This directory contains a set of curated notebooks to help you master prompt engineering for healthcare and beyond. Using real-world medical examples and interactive exercises, you’ll 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

πŸ“£ Current announcements

For this skill track, it doesn’t matter what kind of chatbot you prefer to use. However, we have tested everything with ChatGPT (OpenAI).

❗ Course requirements

  • basic knowledge of a chatbot of your choice
  • have a look at the theoretical basics before you start with the notebooks

πŸ“’ Syllabus

  • Beginner Prompt Engineering Notebook Open In Colab
  • Intermediate Prompt Engineering Notebook Open In Colab
  • Advanced Prompt Engineering Notebook Open In Colab
  • Expert Prompt Engineering Notebook Open In Colab
  • Natural-Language Queries on Tabular Data Open In Colab
  • Dataset Ingestion and Cleaning (Chest X-ray Dataset) Open In Colab
  • Data Extraction and Summarization of PDFs (Medical Reports) Open In Colab
  • Working with Research Papers Open In Colab

πŸ“ Theoretical basics

For some information on the topic, take a look at some Basics.

☝️ References

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