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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How to clean and prepare the data
A novice may think that once we complete collecting data and it is imported into Google Cloud, it is finally time to start the analysis process. Conversely, we must first proceed with the preparation of data (data wrangling).
Data wrangling is the process of the transformation and mapping of data, turning raw data into formatted data, with the intent of making it more appropriate for subsequent analysis operations.
This process can take a long time and it is very cumbersome, in some cases taking up about 80 percent of the entire data analysis process.
However, it is a fundamental prerequisite for the rest of the data analysis workflow; so it is essential to acquire the best practices in such techniques. ...
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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.