Goal path for managers and leaders

AI Strategy for Leaders

Non-coder friendly. Know what AI can do, pick use cases, decide build or buy, roll out safely and measure the impact.

Steps
7
Lessons
41
Time
9 h 51 min
Done
0 / 41

Already know some of this? Start at step 1 (beginner), step 4 (intermediate), step 5 (advanced).

  1. What AI Is

    Track 0: AI Foundations (No Code), 7 lessons

    1. 1. What Is AI, Really? Beginner, 12 min
      On Udemy
    2. 2. AI vs ML vs Deep Learning vs GenAI, and Why AI Exploded Now Beginner, 12 min
      On Udemy
    3. 3. How Machines Learn From Examples Beginner, 12 min
      On Udemy
    4. 4. Data: The Fuel of AI Beginner, 11 min
      On Udemy
    5. 5. Neural Networks Without Maths Intermediate, 12 min
      On Udemy
    6. 6. Training vs Using a Model Intermediate, 12 min
      On Udemy
    7. 7. What AI Still Can't Do: Limits, AGI Claims and Hype Advanced, 12 min
      On Udemy

  2. How LLMs Work

    Track 0: AI Foundations (No Code), 6 lessons

    1. 8. What Is a Large Language Model? Beginner, 12 min
      On Udemy
    2. 9. Tokens and the Context Window Beginner, 12 min
      Watch free
    3. 10. How LLMs Write: Next-Token Prediction, Temperature, Sampling Intermediate, 12 min
      On Udemy
    4. 11. How ChatGPT Was Made: Pre-training, Fine-tuning, RLHF Intermediate, 13 min
      On Udemy
    5. 12. Reasoning Models: What "Thinking" Really Means Advanced, 12 min
      On Udemy
    6. 13. The Model Landscape: Closed vs Open Weights, Sizes, Benchmarks Advanced, 13 min
      On Udemy

  3. Trust, Hallucination and Safety

    Track 0: AI Foundations (No Code), 6 lessons

    1. 14. Why AI Makes Things Up Beginner, 11 min
      Watch free
    2. 15. Using AI Safely Beginner, 11 min
      Watch free
    3. 16. Fact-Check and Bias-Check Any AI Answer Beginner, 10 min
      On Udemy
    4. 17. What Happens to Your Data in AI Chats Beginner, 11 min
      On Udemy
    5. 18. Spot Deepfakes and AI Scams Intermediate, 11 min
      On Udemy
    6. 19. AI Rules You Should Know: EU AI Act, India DPDP, Copyright Advanced, 13 min
      On Udemy

  4. AI at Work

    Track 0: AI Foundations (No Code), 4 lessons

    1. 20. AI Roadmap for Beginners Beginner, 13 min
      Watch free
    2. 21. 20 Everyday Work Tasks AI Can Do Today, and How to Measure the Gain Beginner, 12 min
      On Udemy
    3. 22. AI Agents vs Agentic AI: The Real Difference Intermediate, 9 min
      On Udemy
    4. 23. Workshop: AI Risk Review and Team AI Policy Advanced, Workshop, 60 min
      On Udemy

  5. AI Strategy for Leaders

    Track 16: AI for Your Role, 6 lessons

    1. 24. AI ROI: Costs, Savings and Real Payback Advanced, 14 min
      Coming soon
    2. 25. Pick Your First AI Use Cases: A Scoring Grid Advanced, 13 min
      Coming soon
    3. 26. Build vs Buy vs Partner for AI Advanced, 13 min
      Coming soon
    4. 27. AI Skills for Your Team: Who Learns What Advanced, 12 min
      Coming soon
    5. 28. Roll Out AI: Pilots, Change and Adoption Advanced, 14 min
      Coming soon
    6. 29. Measure AI Impact: KPIs, Baselines, Reviews Advanced, 13 min
      Coming soon

  6. AI Governance at Work

    Track 15: Frontier and Advanced, 5 lessons

    1. 30. Write an AI Use Policy for Your Team Beginner, 11 min
      Coming soon
    2. 31. India DPDP Act Basics for AI Teams Intermediate, 13 min
      Coming soon
    3. 32. Privacy Engineering for AI Apps: PII and Retention Intermediate, 13 min
      Coming soon
    4. 33. AI Risk Management: NIST AI RMF and ISO/IEC 42001 Advanced, 13 min
      Coming soon
    5. 34. Audit Trails for AI Agents Advanced, 12 min
      Coming soon

  7. AI for Your Current Job

    Track 13: AI Careers and Portfolio, 7 lessons

    1. 35. AI for Finance, Accounting and Analysts Beginner, 12 min
      Coming soon
    2. 36. AI for HR Beginner, 12 min
      Coming soon
    3. 37. AI for Marketing and Sales Beginner, 12 min
      Coming soon
    4. 38. AI for Students and Teachers, Honestly Beginner, 12 min
      Coming soon
    5. 39. AI for Software Developers Intermediate, 12 min
      Coming soon
    6. 40. AI for Chartered Accountants and Tax Professionals (India) Intermediate, 12 min
      Coming soon
    7. 41. Project: Automate 5 Hours a Week of Your Job Advanced, Workshop, 60 min
      Coming soon

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