Resource Archive

Top Kagglers Interviews and Lectures

A preserved collection of Kaggle interviews, lectures, and video playlists from the Kaggle Solutions archive.

Back to the competition index

A list of interviews by Sanyam Bhutani with top Kagglers: Jeremy Howard, Chris Deotte, Parul Pandey, Sudalai Rajkumar, Tim Dettmers, Abhishek Thakur, Mikel Bober-Irizar, Guanshuo Xu, Rohan Rao, Gilberto Titericz, Philipp Singer, Christof Henkel, Dmitry Gordeev, Radek Osmulski, John Miller, Jean Francois Puget, Marios Michailidis, Eugene Khvedchenya, Arno Candel, Olivier Grellier, Shivam Bansal, Ahmet Erdem, Rachael Tatman, Andres Torrubia, Dan Becker, Laura Fink, Mark Landry, Dmitry Larko, Dmitry Danevskiy, Darius Barusauskas, Yauhen Babakhin, Vladimir Iglovikov, Rob Mulla, Dmytro Mishkin, Yifan Xie, Kun Hao Yeh, Shivam Bansal, Habib Bukhari, Igor Zubarev, Ryan Chesler, Shaikat Galib, Maximilian Jeblick, Yury Kashnitsky, Andrew Lukyanenko

What it takes to become a Quadruple Kaggle Grandmaster? (Bojan Tunguz, Rohan Rao, Chris Deotte and Abhishek Thakur) on Jun 25, 2021

My journey to Kaggle #1 with Philipp Singer (Philipp Singer) on Mar 24, 2021

The Journey to Becoming the #1 Kaggle Grandmaster (Guanshuo Xu, Marios Michailidis and Olivier Grellier) on Aug 18, 2020

Meet the Kaggle Grandmasters - H2OWorld 2019 NYC (Sudalai Rajkumar, Kim Montgomery, Branden Murray, Mark Landry, Yauhen Babakhin, Arno Candel, Olivier Grellier, Shivam Bansal, Rohan Rao, Dmitry Larko and Pavel Pleskov) on Oct 23, 2019

How to Become an Expert Data Scientist Panel (Bojan Tunguz, Mathias Muller, Vladimir Iglovikov, Dmitry Larko, Marios Michailidis and Sudalai Rajkumar) on Feb 6, 2019

An interview with grandmasters (Sudalai Rajkumar, Jean-Francois Puget, Dmitry Larko, Marios Michailidis, Branden Murray, Mathias Muller, Darragh Hanley and Mikel Bober-Irizar) on Nov 1, 2018

An interview with grandmasters (Branden Murray, Vladimir Iglovikov, Gilberto Titericz and Dmitry Larko) on Mar 2, 2018

Presentation of Vladimir Iglovikov for the Carvana Image Masking Challenge on Jan 29, 2018

An interview with grandmasters (Mathias Muller, Gilberto Titericz, Marios Michailidis, Dmitry Larko and Mark Landry) on Dec 12, 2017

Robust approach to machine learning models comparison by Dmitry Larko on Dec 11, 2017

HCC Target-Encoding by Mathias Muller on Dec 11, 2017

Ensembling by Marios Michailidis on Dec 11, 2017

  • feature selection with permutation after stacking
  • how to make diversity in models

Dmitry Larko slides about Feature Engineering on Dec 6, 2017

Presentation of Vladimir Iglovikov for Dstl Satellite Imagery Feature Detection on May 25, 2017

Presentation of Vladimir Iglovikov for Dstl Satellite Imagery Feature Detection on May 2, 2017

How to Win Machine Learning Competitions by Marios Michailidis on Mar 17, 2017

A talk by Dmitry Larko on Feb 10, 2017

Presentation of Vladimir Iglovikov for Allstate Claims Severity on Feb 10, 2017