Overview
Syllabus
Intro
Super High level
Deep Learning An Interface
Deep Learning Vocabulary
Details: How to implement the backward pass
Details: How do we update the parameters
Details: What is backproplagation
Basics Review
Matrix Multiplication
Sigmoid
Slight Tangent
Recurrent Neural Networks CRNNO
Convolutional Neural Networks (CNN)
Robot Overlords
Generation
Deeper Language Understanding
Deeper Visual Understanding
Harder Game Playing
Automatically Discovering Hierarchical Structure
Learning to Use Memory
Differentiable Data Structures
Learning to Program
Learning to Execute
Module Networks
OKI I'm pumped to deep learning some problems
Taught by
GOTO Conferences