Prompt Engineering — Zero-shot, Few-shot, Chain-of-Thought, ReAct, System Prompts, Prompt Injection Defense

Zero-shot, CoT, ReAct, System Prompts

Author: AI Learning Club Team · Difficulty: Intermediate · Duration: 2 hr 10 min · Modules: 25

Modules

1. Introduction to Prompt Engineering (5 min)
2. Understanding Zero-shot Prompting (5 min)
3. Deep Dive into Few-shot Prompting (5 min)
4. Exploring Chain-of-Thought Prompting (5 min)
5. ReAct: Reasoning and Acting with Prompts (5 min)
6. Designing Effective System Prompts (5 min)
7. Advanced Techniques in Prompt Engineering (5 min)
8. Ethical Considerations in Prompt Design (5 min)
9. Prompt Injection: Risks and Mitigations (5 min)
10. Case Studies in Prompt Engineering (5 min)
11. Iterative Prompt Refinement (5 min)
12. Evaluating Prompt Effectiveness (5 min)
13. Scaling Prompt Engineering Practices (5 min)
14. Collaborative Prompt Design (5 min)
15. Future Trends in Prompt Engineering (5 min)
16. Practical Applications of Advanced Prompting (5 min)
17. Workshop: Building a Zero-shot Prompt (5 min)
18. Workshop: Creating a Few-shot Prompt (5 min)
19. Workshop: Implementing Chain-of-Thought (5 min)
20. Workshop: Designing a System Prompt (5 min)
21. Final Project: Comprehensive Prompt Engineering (5 min)
22. Peer Review and Feedback Session (5 min)
23. Advanced Topics and Research in Prompt Engineering (5 min)
24. Course Recap and Next Steps (5 min)
25. Resources & References (2 min)

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