Goal path for students

AI for Students

Free tools first. Learn how AI works, study with it honestly, research with real citations and see which AI jobs fit you.

Steps
10
Lessons
53
Time
11 h 11 min
Done
0 / 53

Already know some of this? Start at step 1 (beginner), step 5 (intermediate), step 7 (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. Everyday AI Safety

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

    1. 20. Voice-Clone Fraud: Family Code Words and Call-Backs Beginner, 9 min
      Coming soon
    2. 21. Fact-Check Viral AI Images and Videos With Free Tools Beginner, 11 min
      Coming soon
    3. 22. What Not to Paste Into AI: A Privacy Checklist Beginner, 10 min
      Coming soon

  5. AI for Students

    Track 16: AI for Your Role, 4 lessons

    1. 24. Study With AI Without Cheating Yourself Beginner, 10 min
      Coming soon
    2. 25. Turn Lecture Notes Into Flashcards and Quizzes Beginner, 10 min
      Coming soon
    3. 26. Research Assignments With AI and Real Citations Intermediate, 12 min
      Coming soon
    4. 27. Project: Build Your Exam Revision Kit Intermediate, Project, 30 min
      Coming soon

  6. Chat Assistants

    Track 1: Using AI Tools, 10 lessons

    1. 28. How Chat Assistants Work Beginner, 11 min
      On Udemy
    2. 29. ChatGPT Complete Beginner Guide Beginner, 14 min
      Coming soon
    3. 30. How to Use Claude AI: Beginner's Guide (Free) Beginner, 12 min
      Coming soon
    4. 31. Gemini Complete Beginner Guide Beginner, 13 min
      Coming soon
    5. 32. Microsoft Copilot Guide: Free and Microsoft 365 Beginner, 12 min
      Coming soon
    6. 33. How to Use ChatGPT for Studying: 7 Prompts Beginner, 10 min
      Coming soon
    7. 34. ChatGPT vs Claude vs Gemini vs Copilot (+ Meta AI, Grok, DeepSeek): Same 5 Tasks Intermediate, 14 min
      Coming soon
    8. 35. Free vs Paid AI Plans: What You Really Get Intermediate, 12 min
      Coming soon
    9. 36. Projects, Memory, Custom GPTs, Gems and Claude Projects Advanced, 13 min
      Coming soon
    10. 37. Deep Research Modes Compared Advanced, 13 min
      Coming soon

  7. Research and Knowledge Tools

    Track 1: Using AI Tools, 3 lessons

    1. 38. Perplexity Guide, and How It Compares to ChatGPT Search and Google AI Mode Beginner, 11 min
      Coming soon
    2. 39. NotebookLM Guide: Study Systems, Work Knowledge Bases, Audio Overviews Beginner, 12 min
      Coming soon
    3. 40. Cited Research Report Workflow Advanced, Project, 45 min
      Coming soon

  8. Prompt Basics

    Track 2: Prompt Engineering, 7 lessons

    1. 41. Prompting Basics Beginner, 11 min
      On Udemy
    2. 42. Better Prompts in 4 Simple Upgrades Beginner, 11 min
      Watch free
    3. 43. Few-Shot Prompting: Teach by Example Intermediate, 12 min
      Coming soon
    4. 44. Reasoning Prompts: Step-by-Step, Step-Back, Self-Check Intermediate, 12 min
      Coming soon
    5. 45. Get Tables and JSON Reliably Intermediate, 12 min
      Coming soon
    6. 46. Prompt Chaining: Break Big Tasks Into Steps Advanced, 13 min
      Coming soon
    7. 47. System Prompts That Hold, and Resisting Prompt Injection Advanced, 13 min
      Coming soon

  9. AI Roles

    Track 13: AI Careers and Portfolio, 4 lessons

    1. 48. AI Jobs Explained: AI Engineer vs ML Engineer vs Data Scientist Beginner, 12 min
      Coming soon
    2. 49. Forward Deployed Engineer: The New AI Job Beginner, 8 min
      Coming soon
    3. 50. AI Engineer Roadmap Intermediate, 13 min
      Coming soon
    4. 51. AI Product Manager: Skills and Path Advanced, 11 min
      Coming soon

  10. Learning and Credentials

    Track 13: AI Careers and Portfolio, 2 lessons

    1. 52. Best AI Certifications: Worth It or Skip? Beginner, 11 min
      Coming soon
    2. 53. How to Read an AI Paper Advanced, 12 min
      Coming soon

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