Deep Learning : You can do it !!! at Holberton School

Yes, you can do it! Deep Learning is easy and we'll prove it! 0;95;c Welcome in the Deep Learning Introduction by Louis Monier and Gregory Renard. https://www.holbertonschool.com/

Introduction

The goals of these exercices are

• to discover the math foundations of deep learning and train your first Neural Networks based on the Javascript implementation of Neural networks by Andrej Karpathy : "ConvNetJS".
• to understand the basics of deep neural networks and play with Keras, a minimalist, highly modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.
• to develop your intuition about Neural Network and observe how their structure and hyper-paramaters impact the learning curve.

RoadMap

• Class 0 - You Can Do It: Presentation and material #0
• Class 1 - Go Deep or Go Home: Presentation and material #1
• Class 2 - Deep learning for Images, I See What You Mean: Presentation and material #2