Google Tensorflow

Learning Goals

Become comfortable with the layers of tensorflow

What do the following tf methods do and what are they used for

Understand what a tensorflow is program is doing.

Be familiar with Root Mean Squared Error (RMSE) - how well the model fits reality

Be familiar with Gradient descent

Tensorflow is a library written by google that allows for the development of deep learning neural networks

import tensorflow as tf

tf.estimator

tf.layers

tf.losses

tf.metrics

Cross entropy relates to classification machine learning problems.

Practical not perfect.

Use independent or cross validate if data is scarce.