FREE Advanced 🎓 Certificate Course

Certified RAG, Agents & Automation

A 40-lesson certified program from the Prompt Engineering Academy - the same lessons and exam serve mcqnepal.com and the PromptHub AI app.

⏱ 12.0 hours 📚 40 lessons 👨‍🎓 0 enrolled

📖 Course Overview

This program is part of the merged MCQNepal x PromptHub AI academy: one content library, two doors - the website and the Android app.

Each of the 40 lessons teaches one focused topic with a practical example and carries its own exam question. The final exam draws a randomised 20-question set from the full 40-question bank at a 65% pass mark. Complete every lesson to unlock the exam and earn a publicly verifiable certificate.

📖 Full Curriculum — 40 Topics

What is RAGWhy RAG mattersChunking documentsEmbeddings explainedVector searchPrompting with retrieved contextCitations and trustRAG failure modesWhat is an AI agentThe observe-think-act loopTools and function callingPlanning and subgoalsAgent memoryGuardrails for agentsMulti-agent systemsWhen not to use agentsAI in workflowsTriggers and eventsConnecting toolsHuman-in-the-loopBatch processingError handling and retriesMonitoring AI workflowsScaling automationsGetting the most from ChatGPTWorking with ClaudeUsing Google GeminiPrompting GrokUsing DeepSeekPerplexity for researchMicrosoft CopilotChoosing the right toolMatching model to taskReasoning vs speedContext window needsCost considerationsMultimodal needsOpen vs hosted modelsBenchmarks vs realitySwitching models

🗂 Lessons

▶️ 1. What is RAG Preview 8 min 🔒 2. Why RAG matters 8 min 🔒 3. Chunking documents 8 min 🔒 4. Embeddings explained 8 min 🔒 5. Vector search 8 min 🔒 6. Prompting with retrieved context 8 min 🔒 7. Citations and trust 8 min 🔒 8. RAG failure modes 8 min 🔒 9. What is an AI agent 8 min 🔒 10. The observe-think-act loop 8 min 🔒 11. Tools and function calling 8 min 🔒 12. Planning and subgoals 8 min 🔒 13. Agent memory 8 min 🔒 14. Guardrails for agents 8 min 🔒 15. Multi-agent systems 8 min 🔒 16. When not to use agents 8 min 🔒 17. AI in workflows 8 min 🔒 18. Triggers and events 8 min 🔒 19. Connecting tools 8 min 🔒 20. Human-in-the-loop 8 min 🔒 21. Batch processing 8 min 🔒 22. Error handling and retries 8 min 🔒 23. Monitoring AI workflows 8 min 🔒 24. Scaling automations 8 min 🔒 25. Getting the most from ChatGPT 8 min 🔒 26. Working with Claude 8 min 🔒 27. Using Google Gemini 8 min 🔒 28. Prompting Grok 8 min 🔒 29. Using DeepSeek 8 min 🔒 30. Perplexity for research 8 min 🔒 31. Microsoft Copilot 8 min 🔒 32. Choosing the right tool 8 min 🔒 33. Matching model to task 8 min 🔒 34. Reasoning vs speed 8 min 🔒 35. Context window needs 8 min 🔒 36. Cost considerations 8 min 🔒 37. Multimodal needs 8 min 🔒 38. Open vs hosted models 8 min 🔒 39. Benchmarks vs reality 8 min 🔒 40. Switching models 8 min

📝 Practice Quiz

Certified RAG, Agents & Automation - Practice Quiz — check your understanding before the final exam.

Take Practice Quiz

🎯 Final Exam (30 min)

Pass with 65%+ to earn your certificate. Unlocks after all lessons are completed.

🔒 Enroll and complete all lessons to unlock the final exam.

🎓 Certificate included

Complete all lessons and pass the final exam to receive a verified PDF certificate with QR verification.