Hi all, The next Southampton Python User Group meeting will be a workshop on text processing and machine learning. If you're coming to this, please bring a laptop to get the most out of it.
Detect clickbait with machine learning Date: 6pm-7.30pm 3rd May 2017 Venue: University of Southampton, Nuffield Theatre Room 1083 (6/1083) - see https://maps.southampton.ac.uk/ Speaker: Oliver Laslett, Uni of Southampton Oliver has kindly agreed to run his tutorial which has already been accepted for PyData London, so this should be a really interesting session! Because this session is interactive, it will be a bit longer than our typical meetings: around 90 minutes. Nearer the date, a link to the tutorial materials will be available on the SPUG website and Google group. I won't spam other lists again for that, so keep an eye out if you're interested. http://southampton-python.github.io/ As usual, refreshments will be provided before the talk, and everyone is welcome to join us in the pub afterwards. Thanks, Thomas ---- With this one weird trick you can build a text processing pipeline! We've all fallen for clickbait articles online. They pollute our news feeds and make it harder to filter out valuable information. In this workshop we'll stream news articles in real-time and detect clickbait using simple machine learning techniques. By the end of the workshop you'll have your very own python app for streaming real-time news and detecting click bait. In the workshop we'll cover: - Streaming data from a REST API - Preprocessing textual data - Training a simple machine learning classifier for clickbait - Putting everything together in a scikit-learn pipeline - Analysing our results (which news source is the most clickbaity?) _______________________________________________ python-uk mailing list python-uk@python.org https://mail.python.org/mailman/listinfo/python-uk
