November 2018
Intermediate to advanced
322 pages
7h 54m
English
Content preview from TensorFlow Machine Learning Projects
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TensorFlow Extended
TensorFlow Extended (TFX) is a general-purpose machine learning platform that was built at Google. Some components of it are open sourced, and there was a recent paper (https://www.kdd.org/kdd2017/papers/view/tfx-a-tensorflow-based-production-scale-machine-learning-platform) in a KDD conference illustrating the capabilities and vision of TFX.
In this book, we primarily understood the semantics of building a TensorFlow model. However, when we look at the actual machine learning applications in production, there are many more components. The following diagram illustrates these components:
As we can see, ML code is a very ...
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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.