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Deep Learning - What is it and What It Can Do For You
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- 1 Intro
- 2 Super High level
- 3 Deep Learning An Interface
- 4 Deep Learning Vocabulary
- 5 Details: How to implement the backward pass
- 6 Details: How do we update the parameters
- 7 Details: What is backproplagation
- 8 Basics Review
- 9 Matrix Multiplication
- 10 Sigmoid
- 11 Slight Tangent
- 12 Recurrent Neural Networks CRNNO
- 13 Convolutional Neural Networks (CNN)
- 14 Robot Overlords
- 15 Generation
- 16 Deeper Language Understanding
- 17 Deeper Visual Understanding
- 18 Harder Game Playing
- 19 Automatically Discovering Hierarchical Structure
- 20 Learning to Use Memory
- 21 Differentiable Data Structures
- 22 Learning to Program
- 23 Learning to Execute
- 24 Module Networks
- 25 OKI I'm pumped to deep learning some problems
