Search relevance

Search relevance

http://blog.kaggle.com/2016/05/18/home-depot-product-search-relevance-winners-interview-1st-place-alex-andreas-nurlan/

http://blog.kaggle.com/2016/06/15/home-depot-product-search-relevance-winners-interview-2nd-place-thomas-sean-qingchen-nima/

http://blog.kaggle.com/2016/06/01/home-depot-product-search-relevance-winners-interview-3rd-place-team-turing-test-igor-kostia-chenglong/


Claims

http://blog.kaggle.com/2016/05/13/bnp-paribas-cardif-claims-management-winners-interview-1st-place-team-dexters-lab-darius-davut-song/


Demand prediction

http://blog.kaggle.com/2016/02/03/rossmann-store-sales-winners-interview-2nd-place-nima-shahbazi/

http://blog.kaggle.com/2016/09/27/grupo-bimbo-inventory-demand-winners-interviewclustifier-alex-andrey/


Purchase Prediction

- Current competition is https://www.kaggle.com/c/instacart-market-basket-analysis/kernels


http://blog.kaggle.com/2014/07/11/first-place-in-purchase-prediction-challenge/

Product recommendation

http://blog.kaggle.com/2017/02/22/santander-product-recommendation-competition-3rd-place-winners-interview-ryuji-sakata/

Notes

Uses feature engineering and xgboost


https://www.kaggle.com/c/expedia-hotel-recommendations/discussion/21607#123433


http://blog.kaggle.com/2017/01/12/santander-product-recommendation-competition-2nd-place-winners-solution-write-up-tom-van-de-wiele/

Click Prediction

http://blog.kaggle.com/2013/12/23/qa-with-jose-guerrero-1st-place-winner-see-click-predict-fix-competition/

http://blog.kaggle.com/2014/01/07/qa-with-bryan-miroslaw-2nd-place-in-the-see-click-predict-fix-competition/

http://blog.kaggle.com/2014/01/07/qa-with-james-petterson-3rd-place-winner-see-click-predict-fix-competition/




Stock Market Challenge

http://blog.kaggle.com/2016/02/12/winton-stock-market-challenge-winners-interview-3rd-place-mendrika-ramarlina/

http://blog.kaggle.com/2016/01/22/rossmann-store-sales-winners-interview-3rd-place-cheng-gui/

http://blog.kaggle.com/2016/01/22/rossmann-store-sales-winners-interview-3rd-place-cheng-gui/


Process improvement





Malware

http://blog.kaggle.com/2015/05/26/microsoft-malware-winners-interview-1st-place-no-to-overfitting/

http://blog.kaggle.com/2015/05/11/microsoft-malware-winners-interview-2nd-place-gert-marios-aka-kazanova/


Prohibited content

http://blog.kaggle.com/2014/11/03/1st-place-the-hunt-for-prohibited-content/

http://blog.kaggle.com/2014/11/03/2nd-place-the-hunt-for-prohibited-content/



Top scientist

Gregory Hinton - http://colony.cs.toronto.edu:40292/theses

Yan LeCun

http://mlg.eng.cam.ac.uk/zoubin/

Email Category Prediction

https://research.google.com/pubs/pub45896.html