Neural Networks

Why

Hand engineered features are time consuming, brittle and are not scalable. Can we learn underlying features directly from the data that we have?

Why Now?

We now have all these:

• Big Data
• GPU
• Software (pytorch, keras, tf)
• Progression:
  • 1952: SGD
  • 1995: CNN