Skip to content
SkillSpring

Cheat sheet

Free GenAI Bootcamp

Build generative-AI applications over several weeks: prompts, RAG, agents and deployment.

Study & career skills · Intermediate · English · 79 videos · 69 h 49 min · videos by ExamPro

By the end you should be able to

  1. Call language models from code
  2. Build retrieval-augmented and agentic apps
  3. Evaluate and deploy a GenAI application

Watch in this order

  1. 1.How To Register For Free GenAI Bootcamp8 min
  2. 2.Welcome to the Free GenAI Bootcamp1 min
  3. 3.Free GenAI Bootcamp Preweek2 h 0 min
  4. 4.Gen AI Architecting21 min
  5. 5.GenAI Fireside Chat with Quincy38 min
  6. 6.Japanese Language Primer GenAI Bootcamp57 min
  7. 7.Sentence Constructor: Tech Spec10 min
  8. 8.Sentence Constructor: Meta AI42 min
  9. 9.Sentence Constructor: ChatGPT43 min
  10. 10.Sentence Constructor16 min
  11. 11.Sentence Constructor: Anthropic Claude37 min
  12. 12.GenAI Solution Architecting with Marko29 min
  13. 13.PreWeek Feedback Examples29 min
  14. 14.Preweek Homework Submissions7 min
  15. 15.Generative AI Security Secrets BUSY Tech People Need to Know4 min
  16. 16.Week 12 h 1 min
  17. 17.GenAI GovTech with Symoné Fireside Chat24 min
  18. 18.Data Primer with Kierra1 h 2 min
  19. 19.Backend API Writing Backend Frontend Tech Specs57 min
  20. 20.Backend API Defining JSON Repsonses and Tasks34 min
  21. 21.Backend API Implement Backend with Windsurf41 min
  22. 22.Backend API Test Code1 h 28 min
  23. 23.Frontend with Kristi and Matt47 min
  24. 24.Deepseek in AWS Lambda with Gloria10 min
  25. 25.OPEA Comps Ollama51 min
  26. 26.OPEA Code Explanation23 min
  27. 27.OPEA Mega Service54 min
  28. 28.Vocab Importer with Brian Hough1 h 15 min
  29. 29.Week 1 Homework Submissions Example11 min
  30. 30.How Do Top Companies Deploy AI in 2025?6 min
  31. 31.Week 22 h 3 min
  32. 32.ASL Finger Spelling with Rob Koch and Kemalcan1 h 6 min
  33. 33.Applied AI Engineer: With Ken Collins1 h 23 min
  34. 34.Kana Writing Practice with Darya Petrashka1 h 23 min
  35. 35.Kana Writing App: Andrew's Re-implementation1 h 15 min
  36. 36.Kana Writing App: Andrew's Implementation Part 21 h 23 min
  37. 37.Additional Resources from freeCodeCamp1 min
  38. 38.Listening Comprehension App2 h 2 min
  39. 39.Learning Comprehension App Audio Generation31 min
  40. 40.Torc Developer Profile10 min
  41. 41.開発者が責任を持ってAI技術を活用するということ" (Responsible AI with Hiromi Ito)26 min
  42. 42.TOP 2 AI Security Mistakes to Avoid in 20251 min
  43. 43.Generating PR Review with CodeRabbit23 min
  44. 44.OPEA Troubleshooting Handler2 h 51 min
  45. 45.Week 32 h 3 min
  46. 46.Agents with George and Derek38 min
  47. 47.Structured Json Output George and Derek48 min
  48. 48.OPEA: Continue from Live-Stream Resolve Docker Issues18 min
  49. 49.OPEA Failed Attempt at vLLM47 min
  50. 50.OPEA TTS Microservice45 min
  51. 51.OPEA Troubleshoot GPTSoVits59 min
  52. 52.Reimplement Song to Vocab Agent1 h 20 min
  53. 53.Gemini Models with Rohit Ghumare42 min
  54. 54.AI Bootcamp Multimodal Visual Language Experience Generator30 min
  55. 55.Visual Novel Image Generation1 h 17 min
  56. 56.Visual Novel Story Design45 min
  57. 57.Visual Novel Get Working39 min
  58. 58.Visual Novel Major Refactor1 h 11 min
  59. 59.Visual Novel Fix Global Managers Issues1 h 23 min
  60. 60.Visual Novel UI Manager and EventBus1 h 40 min
  61. 61.Visual Novel UI Slider39 min
  62. 62.Visual Novel Spacing Origin Containers1 h 24 min
  63. 63.Visual Novel Scenes and EventBus1 h 28 min
  64. 64.Visual Novel New Game39 min
  65. 65.Visual Novel Dialogue Box1 h 29 min
  66. 66.Visual Novel DialogueNode Next1 h 22 min
  67. 67.Visual Novel Adding UIItem56 min
  68. 68.Visual Novel Fix Crazy Positioning2 h 14 min
  69. 69.Visual Novel Tiny Buttons43 min
  70. 70.Week 42 h 2 min
  71. 71.Week 51 h 35 min
  72. 72.Visual Novel Tag2 min
  73. 73.The Top AI Risk & Most Common Implementation Patterns7 min
  74. 74.WhisperX Word by Word Transcription Part11 h 2 min
  75. 75.WhisperX Word by Word Transcription Part222 min
  76. 76.WhisperX Match Original Transcription2 h 36 min
  77. 77.OmniGen Local Failed Attempt15 min
  78. 78.OmniGen Replicate and LightingAI36 min
  79. 79.GenAI Final Submissions Form9 min
  80. Then continue with the remaining 1 videos of the playlist on YouTube.

Before you start: GenAI Essentials · Some Python

skillspring · Videos belong to ExamPro and play from YouTube. Printed for personal study.