Introducing Yelp's Machine Learning Platform

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Jason Sleight, ML Platform Group Tech Lead
- Jul 1, 2020
Understanding data is a vital part of Yelp’s success. To connect our consumers with great local businesses, we make millions of recommendations every day for a variety of tasks like: Finding you immediate quotes for a plumber to fix your leaky sink Helping you discover which restaurants are open for delivery right now Identifying the most popular dishes for you to try at those restaurants Inferring possible service offerings so business owners can confidently and accurately represent their business on Yelp In the early days of Yelp circa 2004, engineers painstakingly designed heuristic rules to power recommendations like these, but...
