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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Summary
In this chapter, we explored Google Cloud Dataprep, a service useful to preprocess the data, extract features, and clean up records. We got into practical details with real-life examples. We started by taking a look at the Cloud application interface to discover some preliminary information needed to access the platform. We then analyzed the techniques available for the preparation of the most suitable data for analysis and modeling, which includes the imputation of missing data, detecting and eliminating outliers, and mismatched values treatment. We discovered different ways to transform data and the degree of cleaning data. Then we learned how to normalize our data, in which data units are eliminated, allowing us to easily compare ...
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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.