PinnedTransformer-based Sequential Denoising Auto-Encoder: Job2VecUsing TSDAE to convert Job descriptions into Vector for Job SearchApr 17, 20222Apr 17, 20222
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Event-Driven Microservices in Data ScienceEvent-driven microservices communicate with each other via event messages. When business events occur, producers publish them with…Mar 25, 2022Mar 25, 2022
Personalization and Recommendation with Contextual Bandits 🤖Simulate a content personalization scenario with Vowpal Wabbit using contextual bandits to make choices between actions in a given context.Dec 1, 20212Dec 1, 20212
Search, Rank, and RecommendationsEasy way to re-rank search results and personalized recommendations.Jul 5, 20211Jul 5, 20211
Adversarial Validation: Battling OverfittingAdversarial validation is an extremely useful method and allows you to quickly check the similarity between features in train and test.Jun 23, 2020Jun 23, 2020
