Learn Nueral Networks
Talk 1: How to teach neural networks (deep learning) to your grandma?
In this talk we will discuss about
- What is learning?
- Are machines capable of learning?
- Bee brain vs Computer
- How machines learn?
- Design a system on paper which can learn.
- Brief intro to neural networks
How sugar levels are maintained in the body.
Riding a bicycle we dont calculate formulae to ride. We use approximate values.
To prepare best curry, we need to have right ingreidents boiled for right time.
Talk 2: Build neural network from scratch
Feed forward neural network
5 input 3 hidden 2 output
Movie: Actors Story Direction Comedy Music
Good [7 8 5 9 6]
Bad [3 2 4 2 1]
Good [0.8 0.2]
Bad [0.1 0.9]
Forward propogation Backward propogation