Why tree gradients give you a boost

Gradient boosted trees are a powerful machine learning technique that appear a lot in practice. There's a lot to like about their performance but there are plenty of other details under the hood that are worth having a deeper look at. That's why we're doing a long series of videos about these models, start with this first one that's all about the intuition. If you're curious about the code, you can find the notebook for this series here: https://github.com/probabl-ai/youtube... 00:00 Introduction 00:57 Regression task 04:06 Code 05:55 Charts 09:25 Properties This whiteboard video is part of the open efforts over at probabl. To learn more you can check out website or reach out to us on social media. Website: https://probabl.ai/ LinkedIn:   / probabl   Twitter: https://x.com/probabl_ai We also host a podcast called Sample Space, which you can find on your favourite podcast player. All the links can be found here: https://rss.com/podcasts/sample-space/ If you're keen to see more videos like this, you can follow us over at @probabl_ai. #probabl