October 2017
Beginner to intermediate
270 pages
7h
English
Content preview from Machine Learning for Developers
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Dataset format
The CHDAGE dataset is a two-column CSV file that we will download from an external repository. In the first chapter, we used native TensorFlow methods to read the dataset. In this chapter, we will alternatively use a complementary and popular library to get the data. The cause for this new addition is that, given that the dataset only has 100 tuples, it is practical to just read it in one line, and also, we can get simple but powerful analysis methods for free from the pandas library.
In the first stage of this project, we will start loading an instance of the CHDAGE dataset. Then we will print vital statistics about the data, and then proceed to preprocessing. After doing some plots of the data, we will build a model composed ...
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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.