This repository contains notes from the book "Hands on machine learning with scikit-learn, keras, and tensorflow"
Landscape
End to end project
Classification
Training models
SVM
Tree and Ensemble
Unsupervised learning
Into to ANN with Keras
Training deep neural net
Custom model and training with Tensorflow
Loading and preprocessing data with TensorFlow
CNN technique
Sequence processing
Processing sequences using RNN and CNN
RNN and attention
Representation learning and Generative learning
Representational learning and generative learning using Autoencoders and GAN