World Number 1 on Kaggle with Christof Henkel #36
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.
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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/
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(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
AI Stories
Artificial Intelligence, Machine Learning, Data Science and Deep Learning are completely changing the world we live in today. Companies around the world start to make sensible use of big data to influence business decisions and create our future. From video recommendations to autonomous driving, from stock prediction to weather forecasting, the AI revolution is everywhere. The AI stories podcast brings together some of the best Data Scientists, Machine Learning Engineers, Business leaders and researchers that are at the front of this revolution. They are here to talk about their career, how they arrive where they are, give advice and share their vision. They explain how they make use of AI in their daily routine, how they use algorithms to solve business problems and make the world a better place. They are here to share their stories: their AI stories. Hosted by Neil Leiser, Data Scientist at Iwoca. Follow Neil to learn more about career, Data Science, AI and Machine Learning. Linkedin: https://www.linkedin.com/in/leiserneil/ Twitter: https://twitter.com/LeiserNeil
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