AI, Machine Learning and Deep Learning

AI, Machine Learning and Deep Learning

Valerio Velardo - The Sound of AI via YouTube Direct link

Deep learning

14 of 20

14 of 20

Deep learning

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Classroom Contents

AI, Machine Learning and Deep Learning

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  1. 1 Intro
  2. 2 What you'll learn
  3. 3 Artificial intelligence
  4. 4 Machine learning (ML)
  5. 5 ML vs expert system for onset detection
  6. 6 Expert system: Onset detection
  7. 7 ML onset detection: Training
  8. 8 ML onset detection: Inference
  9. 9 ML paradigms
  10. 10 Unsupervised learning
  11. 11 Reinforcement learning
  12. 12 ML algorithms
  13. 13 Neural network (NN)
  14. 14 Deep learning
  15. 15 Traditional ML vs DL: Feature engineering
  16. 16 Traditional ML vs DL: End-to-end
  17. 17 When should you use DL?
  18. 18 DL applications in audio
  19. 19 Takeaway points
  20. 20 What's up next?

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