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Simplicity is An Advantage but Sadly Complexity Sells Better

Pushing back on the cult of complexity.

Yang xinyiEdsger dijkstraMicah goldblumThomas paineBryan lilesJuan linietskyAlbert einsteinCommon senseKalman filtersSadly complexity sells

System Design for Recommendations and Search

Breaking it into offline vs. online environments, and candidate retrieval vs. ranking steps.

Oldridge karl byleen higleyKarl byleen higleyEugene yanYang xinyiRanking service platformBehavior relational graph networkTaobao personalization platformAdaptive target behavior relational graph networkReal time predictionEven oldridgeRecommender systemsSystem design

The First Rule of Machine Learning: Start without Machine Learning

Why this is the first rule, some baseline heuristics, and when to move on to machine learning.

Eugene yanMitch haileYang xinyiAdam laiacanoJack hanlon jhanlonHamel hussainVicki boykisBrandon rohrerStaff engSwing algorithmJack hanlonDavid goldenயூஜின் யான்மிட்ச் ஆலங்கட்டியாங் க்ஷீனியிபிராண்டன் றோதிரேர்

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