Prompt Engineering Course Index – Dataplexa

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Prompt Engineering Course Index

Complete 50-lesson Prompt Engineering roadmap covering prompting basics, intermediate frameworks, advanced techniques, and real-world workflows.

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I. Prompting Basics (13 Lessons)

1. Intro to Prompting 2. How LLMs Work 3. Tokens & Context 4. Prompt Types 5. Zero-Shot 6. One-Shot 7. Few-Shot 8. Role-Based 9. Instruction Prompts 10. Task Breakdown 11. Formatting 12. Avoiding Errors 13. Ethics

II. Intermediate Prompting Techniques (12 Lessons)

14. Chain of Thought 15. Tree of Thought 16. Self-Consistency 17. ReAct 18. Multi-Step 19. Iterative Refinement 20. Templates 21. Context Injection 22. Style Transfer 23. Anti-Prompts 24. Eval Prompts 25. Meta Prompts

III. Advanced Prompt Engineering (13 Lessons)

26. Function Calling 27. Agentic Prompts 28. Tool Use 29. Memory Prompts 30. Multimodal 31. Image Prompts 32. Audio Prompts 33. Video Prompts 34. Compression 35. System Prompts 36. Behavior Control 37. Safety Prompts 38. Debugging

IV. Applied Prompting & Workflows (12 Lessons)

39. Chatbots 40. Data Analysis 41. Automation 42. Research 43. Marketing 44. Coding 45. SQL Prompts 46. Image Workflows 47. Education 48. Frameworks 49. Prompt Systems 50. Final Project