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Deep Learning
The field has a pretty rich history. Logistic regression was certainly an option that was used in production. People have adopted these techniques for ad prediction. The entire objective has basically stated the same, predicting the probability of a click,. But architectures have become no more and more large. Well, deep learning is certainly having a bit of a revolution and helping in a wide area of field so it makes sense to just kind of de facto try it everywhere.