Teach efficient prompting

Teach students to talk to AI effectively.

CodeGrade online IDE presenting a prompt challenge to generate a Python function based on examples.CodeGrade prompt challenge with automatic grading feedback for a Python function generation task.

1. Master efficient prompting

Build the skills to talk to machines. Prompt Problems challenge students to craft clear, precise prompts that generate code—helping them become fluent in the language of AI.

  • Boosts precision by training students to formulate targeted prompts
  • Sudents learn to articulate challenges effectively to an LLM
  • Develops a critical skill for the future of coding, where human-AI interaction is key!
CodeGrade AI prompt challenge asking students to generate a Python function within the online IDE.
Detailed automatic grading feedback for a CodeGrade prompt challenge, showing unit test results and points.

2. Get instant feedback

Experience learning in real time. As students submit their prompt-based answers, the generated code is automatically graded.

  • Students quickly see what works and what needs improving
  • Encourages iterative learning with quick corrections that refine prompt crafting
  • Reinforces learning by doing, ensuring each attempt drives continuous improvement

3. Boost learning with formative checks

Turn every prompt problem into a step toward mastery. These short, focused challenges serve as invaluable formative assessments to guide learning.

  • Shows students’ understanding in real time
  • You can see areas of growth and tailor your course
  • Students feel more confident as they make tangible progress
Setting up a prompt engineering question in CodeGrade, defining the task and expected Python code output.

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Instructor Computer Science at the University of Nevada, Las Vegas

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Director of Graduate Programs

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Lecturer at the University of Massachusetts, Amherst in the Isenberg School of Management.

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