April 2018
Beginner to intermediate
500 pages
11h 26m
English
book
Hands-On Machine Learning on Google Cloud Platform
by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli
Content preview from Hands-On Machine Learning on Google Cloud Platform
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Evaluating Results with TensorBoard
In the previous chapter, we understood how a neural network works, what the various hyper parameters in a neural network are, and how they can be tweaked further to improve our model's accuracy.
Google offers TensorBoard, a visualization of the model training logs. In this chapter, we show how to use TensorBoard for TensorFlow and Keras. We interpret the visualizations generated by TensorBoard to understand the performance of our models, and also understand the other functionalities in TensorBoard that can help visualize our dataset better.
As discussed in the previous chapter, Keras as a framework is a wrapper on top of either TensorFlow or Theano. The computations that you'll use TensorFlow for, such ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.