Random Search is better, but there is one caveat

In the previous video we discussed GridSearch and how to speed it up with a cache. This technique is great, but you might prefer to use a random search instead. We'll dive into this topic in this video to explain why there are good reasons to consider doing a random search, but there is also one caveat that we need to discuss. 00:00 Why random search. 03:29 Diving into code 08:03 Comparing Results 10:46 Important caveat To learn more about random search in scikit-learn, check the documentation: https://scikit-learn.org/stable/modul... The code for all of our videos can be found on this Github repository: https://github.com/probabl-ai/youtube... The code for this specific episode can be found here: https://github.com/probabl-ai/youtube... 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