Study Kaggle data sets and kernels

[anton-dergunov]

Sort data sets and kernels by votes, or see these:

Kernels: https://www.kaggle.com/pmarcelino/comprehensive-data-exploration-with-python https://www.kaggle.com/philippsp/exploratory-analysis-zillow https://www.kaggle.com/anokas/data-analysis-xgboost-starter-0-35460-lb https://www.kaggle.com/apapiu/regularized-linear-models https://www.kaggle.com/serigne/stacked-regressions-top-4-on-leaderboard https://www.kaggle.com/arthurtok/spooky-nlp-and-topic-modelling-tutorial https://www.kaggle.com/sharmasanthosh/exploratory-study-on-ml-algorithms https://www.kaggle.com/headsortails/nyc-taxi-eda-update-the-fast-the-curious https://www.kaggle.com/kashnitsky/vowpal-wabbit-tutorial-blazingly-fast-learning https://www.kaggle.com/captcalculator/a-very-extensive-sberbank-exploratory-analysis https://www.kaggle.com/abhishek/approaching-almost-any-nlp-problem-on-kaggle https://www.kaggle.com/headsortails/personalised-medicine-eda-with-tidy-r https://www.kaggle.com/ldfreeman3/a-data-science-framework-to-achieve-99-accuracy https://www.kaggle.com/tannercarbonati/detailed-data-analysis-ensemble-modeling

Data sets: https://www.kaggle.com/nsharan/h-1b-visa https://www.kaggle.com/aaron7sun/stocknews https://www.kaggle.com/bittlingmayer/amazonreviews https://www.kaggle.com/thoughtvector/customer-support-on-twitter https://www.kaggle.com/c/painter-by-numbers https://www.kaggle.com/c/instacart-market-basket-analysis https://www.kaggle.com/mrisdal/fake-news https://www.kaggle.com/etiennelq/french-employment-by-town https://www.kaggle.com/datasnaek/youtube-new https://www.kaggle.com/jboysen/london-crime https://www.kaggle.com/bharadwaj6/kindle-reviews https://www.kaggle.com/new-york-city/nyc-citywide-payroll-data https://www.kaggle.com/osmi/mental-health-in-tech-survey https://www.kaggle.com/sogun3/uspollution https://www.kaggle.com/uciml/mushroom-classification https://www.kaggle.com/zalando-research/fashionmnist https://www.kaggle.com/crawford/emnist https://www.kaggle.com/zillow/zecon https://www.kaggle.com/annavictoria/speed-dating-experiment https://www.kaggle.com/snap/amazon-fine-food-reviews https://www.kaggle.com/wendykan/lending-club-loan-data https://www.kaggle.com/tmdb/tmdb-movie-metadata https://www.kaggle.com/zygmunt/goodbooks-10k https://www.kaggle.com/dalpozz/creditcardfraud https://www.kaggle.com/c/sberbank-russian-housing-market https://www.kaggle.com/c/two-sigma-connect-rental-listing-inquiries https://www.kaggle.com/c/youtube8m https://www.kaggle.com/c/the-winton-stock-market-challenge https://www.kaggle.com/c/airbnb-recruiting-new-user-bookings https://www.kaggle.com/c/home-depot-product-search-relevance https://www.kaggle.com/c/noaa-right-whale-recognition

Interviews: http://blog.kaggle.com/2017/05/19/march-machine-learning-mania-1st-place-winners-interview-andrew-landgraf/ http://blog.kaggle.com/2017/05/11/two-sigma-financial-modeling-code-competition-5th-place-winners-interview-team-best-fitting-bestfitting-zero-circlecircle/ http://blog.kaggle.com/2017/05/25/two-sigma-financial-modeling-challenge-winners-interview-2nd-place-nima-shahbazi-chahhou-mohamed/ http://blog.kaggle.com/2017/04/26/dstl-satellite-imagery-competition-1st-place-winners-interview-kyle-lee/ http://blog.kaggle.com/2017/04/20/dogs-vs-cats-redux-playground-competition-3rd-place-interview-marco-lugo/ http://blog.kaggle.com/2017/04/28/march-machine-learning-mania-2017-2nd-place-winners-interview-scott-kellert/ http://blog.kaggle.com/2017/03/17/outbrain-click-prediction-competition-winners-interview-2nd-place-team-brain-afk-darragh-marios-mathias-alexey/ http://blog.kaggle.com/2017/03/24/leaf-classification-competition-1st-place-winners-interview-ivan-sosnovik/ http://blog.kaggle.com/2017/03/29/predicting-house-prices-playground-competition-winning-kernels/ http://blog.kaggle.com/2017/03/15/leaf-classification-playground-competition-winning-kernels/ http://blog.kaggle.com/2017/04/03/dogs-vs-cats-redux-playground-competition-winners-interview-bojan-tunguz/ http://blog.kaggle.com/2017/02/06/seizure-prediction-competition-first-place-winners-interview-team-not-so-random-anymore-andriy-alexandre-feng-gilberto/ http://blog.kaggle.com/2017/02/22/santander-product-recommendation-competition-3rd-place-winners-interview-ryuji-sakata/ http://blog.kaggle.com/2016/11/17/painter-by-numbers-competition-1st-place-winners-interview-nejc-ilenic/ http://blog.kaggle.com/2016/10/27/open-data-spotlight-daily-news-for-stock-market-prediction-jiahao-sun http://blog.kaggle.com/2016/11/03/red-hat-business-value-competition-1st-place-winners-interview-darius-barusauskas/ http://blog.kaggle.com/2016/08/31/avito-duplicate-ads-detection-winners-interview-2nd-place-team-the-quants-mikel-peter-marios-sonny/ http://blog.kaggle.com/2016/07/27/avito-duplicate-ads-detection-winners-interview-3rd-place-mario-gerard-kele-praveen-gilberto/ http://blog.kaggle.com/2016/04/28/yelp-restaurant-photo-classification-winners-interview-1st-place-dmitrii-tsybulevskii/ http://blog.kaggle.com/2016/05/04/yelp-restaurant-photo-classification-winners-interview-2rd-place-thuyen-ngo/ http://blog.kaggle.com/2015/12/03/dato-winners-interview-1st-place-mad-professors/ http://blog.kaggle.com/2015/08/18/crowdflower-scripts-approaching-nlp/ http://blog.kaggle.com/2017/12/28/mercedez-benz-greener-masking-first-place/ http://blog.kaggle.com/2017/12/22/carvana-image-masking-first-place-interview/

[anton-dergunov]

Also other datasets: https://www.analyticsvidhya.com/blog/2016/10/17-ultimate-data-science-projects-to-boost-your-knowledge-and-skills/?utm_source=facebook.com