Introduction to TensorFlow
This is an introduction to TensorFlow class I gave at work (at USA TODAY) to colleagues. I am sharing it here hoping someone can benefit from it. The slides are mainly from Google Advanced Solutions Lab Machine Learning Training that I participated in-person for one month. Watch Videos.
Autonomous driving application - Car detection
Neural Machine Translation
Convolutional Neural Networks: Step by Step
Convolutional Neural Networks: Application
Deep Learning & Art: Neural Style Transfer
Face Recognition for the Happy House
Residual Networks
TensorFlow Tutorial
Keras tutorial - the Happy House
Optimization Methods
Deep Neural Network for Image Classification: Application
Building your Deep Neural Network: Step by Step
Improving Deep Neural Networks: Initialization
Improving Deep Neural Networks: Regularization
Improving Deep Neural Networks: Gradient Checking
Logistic Regression with a Neural Network mindset
This exercise uses logistic regression with neural network mindset to recognize cats. It uses computation graph to optimize the cost function ... more.
Planar data classification with Neural Network
Building your Recurrent Neural Network - Step by Step
Character level language model - Dinosaurus land
Write an Algorithm for a Dog Identification App
Prediction of daily bike rental ridership with neural network
Improvise a Jazz Solo with an LSTM Network
Emojify
Operations on word vectors
