«Spark ML Meets Real Estate», Matthias Langer

In this talk I will share my hands on experience with real estate adverts classification using Spark ML. After a brief introduction into the problem at hand, some basics from machine learning and the relevant Spark APIs, I will present my implementation and the stony road that led me there.
Apart from discussing different algorithms, hyper parameter tuning and feature selection, I will also talk about how to maintain a corpus of manually labeled data to train and test your models.

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