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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The NSynth dataset
From reading the previous chapters, we have now understood that, to correctly train a machine learning algorithm, it is necessary to have a dataset containing an important number of observations. Recently, the increased use of generative models has been applied to images thanks to the availability of high-quality image datasets, which therefore correspond to a significant data set. With this in mind, the Google Brain team has made NSynth available. It's a large-scale, high-quality set of musical notes that is an order of magnitude larger than comparable public datasets. The aim is to have a significant audio dataset in order to develop generative models with better performance.
The NSynth dataset was introduced by Jesse ...
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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.