History, Motivation, and Evolution of Deep Learning

History, Motivation, and Evolution of Deep Learning

Alfredo Canziani via YouTube Direct link

– Week 1 – Lecture

1 of 7

1 of 7

– Week 1 – Lecture

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History, Motivation, and Evolution of Deep Learning

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  1. 1 – Week 1 – Lecture
  2. 2 – Inspiration of Deep Learning and Its History, Supervised Learning
  3. 3 – History of Pattern Recognition and Introduction to Gradient Descent
  4. 4 – Computing Gradients by Backpropagation, Hierarchical Representation of the Visual Cortex
  5. 5 – Evolution of CNNs
  6. 6 – Deep Learning & Feature Extraction
  7. 7 – Learning Representations

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