Chapter
Machine learning competitions and investment with Numerai.
41:42 - 49:03 (07:21)
Numerai is an investment platform that allows users to use their skills in machine learning to create models that can help them earn money, but also comes with the challenge of neutralizing exposure to certain features. The type of algorithms that seem to perform well in these competitions is constantly changing as the field of AI and machine learning advances.
Clips
Anonymized data is being given away to let anyone build algorithms that make investing decisions or predictions, in order to do better than if modeled in-house.
41:42 - 42:31 (00:49)
Summary
Anonymized data is being given away to let anyone build algorithms that make investing decisions or predictions, in order to do better than if modeled in-house.
ChapterMachine learning competitions and investment with Numerai.
Episode#159 – Richard Craib: WallStreetBets, Numerai, and the Future of Stock Trading
PodcastLex Fridman Podcast
A challenge for machine learning engineers entering competitions is finding ways to invest algorithmically to neutralize or minimize exposure to certain features including the unintended leakage of data.
42:31 - 49:03 (06:32)
Summary
A challenge for machine learning engineers entering competitions is finding ways to invest algorithmically to neutralize or minimize exposure to certain features including the unintended leakage of data. The most successful machine learning algorithms in competitions are constantly changing and can vary based on the specific competition.