July 2018
Beginner to intermediate
406 pages
9h 55m
English
book
Building Machine Learning Systems with Python - Third Edition
by Luis Pedro Coelho, Willi Richert, Matthieu Brucher
Content preview from Building Machine Learning Systems with Python - Third Edition
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Slimming the data down to chewable chunks
We will need to train many variants, until we arrive at the final classifier. Given the current data, we will be slowed down considerably by the following:
- Post-it stores attributes, which we might not need.
- It is stored as XML, which is not the fastest format to parse.
- The dump contains posts that date back to 2011. Restricting to just the year 2017, we will still end up with over 6,000,000 posts, which should be enough.
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