sharib-vision / teaching_deeplearning

Sequential steps for your learning

[1] Getting know the ingrediants of deep learning via a single unit neural network for binary classification

use basicDNN_ingrediants.ipynb

[2] Setting up 2-layer deep neural network model

use binaryClassification_DNN_2LayerModel.ipynb

[3] Keras: build your DNN using Keras with tensorflow backend (observe affect of learning on small and large size datasets)

use binaryClassificationDNN_keras.ipynb

[4] Do the same as in [3] with Tensorflow library directly

use binaryClassificationDNN_TF.ipynb

[5] Lets begin with Convolution neural network

use cnn_Keras.ipynb

Data download

Data download link