October 2018
Intermediate to advanced
340 pages
7h 56m
English
book
Hands-On Machine Learning with Azure
by Thomas K Abraham, Parashar Shah, Jen Stirrup, Lauri Lehman, Anindita Basak, Ryan Murphy
Content preview from Hands-On Machine Learning with Azure
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Simple computation graph on TensorFlow
The TensorFlow library is based on computational graphs, such as a = d * e, d = b + c, and e = c+ 2, and so this formula can be written as a = (b+c) * (c+2), as shown in the following diagram:
The preceding graph computation can be parallelized by executing (d = b + c and e = c + 2) and by splitting the calculations on both CPUs and GPUs. For complex deep learning problems, especially in Convolutional Neural Network (CNNs) and Recurrent Neural Network (RNNs) architectures, this is essential. The concept behind TensorFlow is to have the capability to provision these computational graphs in code and allow ...
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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.