shubhampundhir / DeeplearningTensorflow

Deep learning using Keras and TensorFlow.

DeeplearningTensorflow

Deep learning using Keras and TensorFlow.

Intro to Deep Learning

1. A Single Neuron
   Learn about linear units, the building blocks of deep learning.

2. Deep Neural Networks
   Add hidden layers to your network to uncover complex relationships.

3. Stochastic Gradient Descent
   Use Keras and Tensorflow to train your first neural network.

4. Overfitting and Underfitting
   Improve performance with extra capacity or early stopping.

5. Dropout and Batch Normalization
   Add these special layers to prevent overfitting and stabilize training.

6. Binary Classification
   Apply deep learning to another common task.