World Number 1 on Kaggle with Christof Henkel #36

AI Stories

English - October 26, 2023 05:00 - 1 hour - 46.9 MB
Technology Business Careers Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed

Previous Episode: The Story Behind Mosaic ML's $1.3 Billion Acquisition with Davis Blalock #35

Next Episode: Building Over 1000 Models for Uber with Marianne Ducournau #37

Our guest today is Christof Henkel, Senior Deep Learning Data Scientist at NVIDIA and world number 1 on Kaggle: a competitive machine learning platform.

In our conversation, we first discuss Christof's PhD in mathematics and talk about the importance of maths in a Data Science career. Christof then explains how he started on Kaggle and how he progressed on the platform to become the world number 1 amongst millions of users. We also dive into recent competitions that he won and the algorithms that he used. Christof finally gives many advice on how to win Kaggle competitions and progress in your career.

If you enjoyed the episode, please leave a 5 star review and subscribe to the AI Stories Youtube channel.

Link to Train in Data courses (use the code AISTORIES to get a 10% discount): https://www.trainindata.com/courses?affcode=1218302_5n7kraba

Follow Christof on LinkedIn: https://www.linkedin.com/in/dr-christof-henkel-766a54ba/

Follow Neil on LinkedIn: https://www.linkedin.com/in/leiserneil/

————

(00:00) - Introduction

(03:00) - How Christof Got Into The Field

(07:59) - The Role of Mathematics In Data Science Careers

(12:27) - Why Christof Joined Kaggle And How?

(21:11) - Reducing Model Overfitting

(27:03) - Three Steps To Succeed On Kaggle

(33:56) - Kaggle VS Applied Machine Learning In Industry

(40:12) - How He Became World Number 1

(46:02) - A Recent Competition That He Won

(56:59) - His Role At NVIDIA

(01:01:24) - Startup Experience

(01:06:43) - Career Advice