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Artificial Intelligence

AI for Engineers

A 48-lesson practical academy teaching software and technical engineers how to use AI tools for daily development workflows and advanced use cases, with dedicated attention to code security, licensing/IP risk, hallucinated APIs, over-reliance, and the engineering judgment that AI cannot replace, and how to build a sustainable personal AI system.

48 published lessons · Online learning · Part of Learn & Grow

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Academy lesson outline

  1. What AI Actually Is (For Engineers, Not Computer Scientists) · 12 min
  2. The Engineer's Safe-Use Mindset · 12 min
  3. Setting Up a Working AI Toolkit · 12 min
  4. Prompting Basics for Technical Work · 13 min
  5. Prompting for Admin & Documentation Tasks · 12 min
  6. Working Offline vs. Online · 11 min
  7. Organizing AI Output for Reuse · 12 min
  8. Module Capstone: Your First Real Task · 18 min
  9. Site Diary Drafting with AI · 12 min
  10. Daily Progress Report Templates · 12 min
  11. Speeding Up Weekly Progress Summaries · 12 min
  12. Drafting Meeting Minutes from Rough Notes · 12 min
  13. Client Communication Emails · 12 min
  14. Contractor & Subcontractor Correspondence · 12 min
  15. Non-Conformance & Incident Report Drafting · 12 min
  16. Materials & Delivery Tracking Notes · 12 min
  17. Handover Note Preparation · 12 min
  18. Module Capstone: A Full Week of Site Reporting · 18 min
  19. AI-Assisted Unit Conversions · 12 min
  20. Formula Verification Support · 13 min
  21. Sanity-Checking Figures · 12 min
  22. Technical Specification Drafting Support · 13 min
  23. Bill of Quantities (BOQ) Drafting Assistance · 13 min
  24. Punch-List and Snag-List Organization · 12 min
  25. Drawing and Document Summarization · 12 min
  26. Comparing Technical Options · 12 min
  27. Query & RFI (Request for Information) Drafting · 12 min
  28. Module Capstone: End-to-End Technical Document Package · 18 min
  29. Why AI Must Never Sign Off on Engineering Judgment · 13 min
  30. Hallucination Risk in Numbers · 12 min
  31. Code Compliance Is Still Your Job · 12 min
  32. Verifying Every AI-Assisted Calculation · 12 min
  33. Client Data & Document Confidentiality · 12 min
  34. Contract and Project Confidentiality Risks · 12 min
  35. Professional Accountability and Liability · 13 min
  36. Recognizing Overreliance in Yourself and Your Team · 12 min
  37. Setting Personal Rules for AI Use on Site · 12 min
  38. Module Capstone: Building Your Personal Risk Checklist · 18 min
  39. From Scattered Use to a Repeatable System · 12 min
  40. Designing Your Weekly Site/Office AI Workflow · 13 min
  41. Building a Personal Prompt Library · 12 min
  42. Prompt Library: Reports and Documentation Set · 12 min
  43. Prompt Library: Communication and Correspondence Set · 12 min
  44. Using AI Across Multiple Projects Without Mixing Data · 12 min
  45. Speeding Up Handovers Between Projects · 12 min
  46. Measuring Time Saved · 12 min
  47. Teaching Your Team Safe AI Habits · 13 min
  48. Capstone: Your Complete Personal AI Operating System for Engineering Work · 20 min

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