Introduction to Keras
Laksh Arora
@techedlaksh
Table of Content
- Introduction: Deep Learning and Neural Networks
- Overview of Keras and other NN frameworks
- Demo
What is Deep Learning?
"When you hear the term deep learning, just think of a large deep neural net." - Jeffrey Dean
Shallow Network
Deep Neural Network
Why there is so much hype?
Slide by Andrew Ng
So many frameworks are available:
- Theano
- Tensorflow
- PyTorch
- Caffe
- deeplearning4j
- Neon
Keras
Why use Keras?
- Neural Network library written in Python
- Designed to be minimalistic & straight forward
- High level of abstraction, Easy to use.
- Built on top of Theano, Tensorflow and CNTK
Go to the
notebook
Resources
Thanks !
contactme@laksharora.com
Any Questions?
@techedlaksh