Udemy - 14 Days to Building AI Systems and Agents

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Day 1 – Foundations
• 1. Foundations How AI Systems Actually Work.en_US.srt (12.2 KB)
• 1. Foundations How AI Systems Actually Work.mp4 (109.1 MB)
• 2. Hands-On Lab Map a real-world problem into an AI system diagram.html (11.8 KB)
• 3. Map a real-world problem into an AI system diagram (Description).en_US.srt (6.4 KB)
• 3. Map a real-world problem into an AI system diagram (Description).mp4 (57.9 MB)
• 4. One-page AI system blueprint.html (9.0 KB)
10 - Day 10 – Automation & Workflows
• 37. Automation & Workflows.en_US.srt (7.9 KB)
• 37. Automation & Workflows.mp4 (73.7 MB)
• 38. Hands-On Lab Build a multi-step AI workflow; Automate a real use case.html (14.9 KB)
• 39. Build a multi-step AI workflow; Automate a real use case (Description).en_US.srt (9.9 KB)
• 39. Build a multi-step AI workflow; Automate a real use case (Description).mp4 (89.7 MB)
• 40. End-to-end AI workflow.html (10.0 KB)
11 - Day 11 – Evaluating & Improving AI Systems
• 41. Evaluating & Improving AI Systems.mp4 (74.6 MB)
• 42. Hands-On Lab Create test cases for AI responses; Add safety checks.html (17.7 KB)
• 43. Create test cases for AI responses; Add safety checks (Description).en_US.srt (0.9 KB)
• 43. Create test cases for AI responses; Add safety checks (Description).mp4 (2.4 MB)
• 44. Evaluated and hardened AI system.html (7.5 KB)
12 - Day 12 – Deployment & Sharing
• 45. Deployment & Sharing.en_US.srt (12.2 KB)
• 45. Deployment & Sharing.mp4 (78.0 MB)
• 46. Hands-On Lab Deploy AI app to the cloud; Share a public URL.html (10.1 KB)
• 47. Deploy AI app to the cloud; Share a public URL (Description).en_US.srt (8.8 KB)
• 47. Deploy AI app to the cloud; Share a public URL (Description).mp4 (75.4 MB)
• 48. Live AI application.html (8.0 KB)
13 - Day 13 – Capstone Build Day
• 49. Capstone Build Day.en_US.srt (7.2 KB)
• 49. Capstone Build Day.mp4 (72.7 MB)
• 50. Hands-On Lab Build a full AI product of their choice.html (14.6 KB)
• 51. Build a full AI product of their choice (Description).en_US.srt (8.9 KB)
• 51. Build a full AI product of their choice (Description).mp4 (78.5 MB)
• 52. Final AI product.html (19.2 KB)
14 - Day 14 – Portfolio, Documentation & Next Steps
• 53. Portfolio, Documentation & Next Steps.en_US.srt (11.3 KB)
• 53. Portfolio, Documentation & Next Steps.mp4 (78.1 MB)
• 54. Hands-On Lab Write project documentation; Record demo; Polish GitHub repo.html (11.4 KB)
• 55. Write project documentation; Record demo; Polish GitHub repo (Description).en_US.srt (9.1 KB)
• 55. Write project documentation; Record demo; Polish GitHub repo (Description).mp4 (71.9 MB)
• 56. Portfolio-ready AI project + demo.html (9.8 KB)
2 - Day 2 – Environment Setup for AI Development
• 5. Environment Setup for AI Development.en_US.srt (12.0 KB)
• 5. Environment Setup for AI Development.mp4 (93.2 MB)
• 6. Hands-On Lab Structure a clean AI project repo.html (10.2 KB)
• 7. Structure a clean AI project repo (Description).en_US.srt (9.3 KB)
• 7. Structure a clean AI project repo (Description).mp4 (53.7 MB)
• 8. Working AI dev environment + GitHub repo initialized.html (8.7 KB)
3 - Day 3 – Working with APIs & LLMs
• 10. Hands-On Lab Build a simple text-in → text-out app.html (10.4 KB)
• 11. Build a simple text-in → text-out app (Description).en_US.srt (9.1 KB)
• 11. Build a simple text-in → text-out app (Description).mp4 (75.3 MB)
• 12. CLI-based AI assistant script.html (8.5 KB)
• 9. Working with APIs & LLMs.en_US.srt (10.7 KB)
• 9. Working with APIs & LLMs.mp4 (93.7 MB)
4 - Day 4 – Prompt Engineering That Actually Works
• 13. Prompt Engineering That Actually Works.en_US.srt (9.4 KB)
• 13. Prompt Engineering That Actually Works.mp4 (78.3 MB)
• 14. Hands-On Lab Turn a weak prompt into a robust prompt & Build prompt templates.html (12.2 KB)
• 15. Turn a weak prompt into a robust prompt & Build prompt templates (Description).en_US.srt (9.2 KB)
• 15. Turn a weak prompt into a robust prompt & Build prompt templates (Description).mp4 (83.0 MB)
• 16. Prompt library (reusable templates).html (12.1 KB)
5 - Day 5 – Structured Outputs & JSON Responses
• 17. Structured Outputs & JSON Responses.en_US.srt (8.2 KB)
• 17. Structured Outputs & JSON Responses.mp4 (73.9 MB)
• 18. Hands-On Lab Force AI to return structured JSON & Parse AI outputs in code.html (13.2 KB)
• 19. Force AI to return structured JSON & Parse AI outputs in code (Description).en_US.srt (6.1 KB)
• 19. Force AI to return structured JSON & Parse AI outputs in code (Description).mp4 (63.8 MB)
• 20. AI function returning validated JSON data.html (9.5 KB)
6 - Day 6 – Working with Documents (RAG Basics)
• 21. Working with Documents (RAG Basics).en_US.srt (7.7 KB)
• 21. Working with Documents (RAG Basics).mp4 (71.1 MB)
• 22. Hands-On Lab Load documents; Embed them; Ask questions over your own data.html (16.9 KB)
• 23. Load documents; Embed them; Ask questions over your own data (Description).en_US.srt (7.1 KB)
• 23. Load documents; Embed them; Ask questions over your own data (Description).mp4 (62.7 MB)
• 24. Document-aware AI assistant.html (9.7 KB)
7 - Day 7 – Building a Simple AI Web App
• 25. Building a Simple AI Web App.en_US.srt (7.7 KB)
• 25. Building a Simple AI Web App.mp4 (69.7 MB)
• 26. Hands-On Lab Build a simple web UI; Connect it to their AI backend.html (12.4 KB)
• 27. Build a simple web UI; Connect it to their AI backend (Description).en_US.srt (6.4 KB)
• 27. Build a simple web UI; Connect it to their AI backend (Description).mp4 (45.6 MB)
• 28. Working AI web app (local).html (10.6 KB)
8 - Day 8 – Memory & State in AI Apps
• 29. Memory & State in AI Apps.en_US.srt (7.1 KB)
• 29. Memory & State in AI Apps.mp4 (66.6 MB)
• 30. Hands-On Lab Add conversation memory; Persist user sessions.html (15.1 KB)
• 31. Add conversation memory; Persist user sessions (Description).en_US.srt (6.9 KB)
• 31. Add conversation memory; Persist user sessions (Description).mp4 (61.4 MB)
• 32. Multi-turn conversational AI app.html (15.5 KB)
9 - Day 9 – AI Agents From Chatbots to Doers
• 33. AI Agents From Chatbots to Doers.en_US.srt (6.6 KB)
• 33. AI Agents From Chatbots to Doers.mp4 (60.6 MB)
• 34. Hands-On Lab Build a task-executing AI agent ; Give it tools.html (19.5 KB)
• 35. Build a task-executing AI agent ; Give it tools (Description).en_US.srt (7.3 KB)
• 35. Build a task-executing AI agent ; Give it tools (Description).mp4 (64.5 MB)
• 36. AI agent that completes real tasks.html (15.2 KB)
• Bonus Resources.txt (0.1 KB)