Slides of my talk "Representation Learning and Deep Sequential Modeling for Predicting Topics of Sentences in Job Advertisements" at Pycon Finland 2016. This talk was based on my master's thesis which can be found here https://github.com/cle-ment/ma-thesis-tex. A video recording of this talk is on YouTube: https://www.youtube.com/watch?v=gA9KTQS_rV8.
The labelled dataset "sentences_aggregated_50-449.csv" to train the models is not included as I had a agreed with the company that I would not publish it but I could share it on request. Thus if you want to run the examples that need the data just send me a message.