00:22:38 Rob Lucas (he/him): Does anyone have any preferred resources on feature engineering?
00:24:03 Carlo Medina: I have not done modelling for quite a while. would love to hear resources too, if any.
00:33:05 Mike Haugen: Max Kuhn
00:33:22 shamsuddeen: http://www.feat.engineering
00:33:57 Mike Haugen: I am reading that book now, it is great because it goes beyond the software/code and explains the modeling process, stats a bit.
00:39:13 Mike Haugen: Max has a book on the caret package as well: http://topepo.github.io/caret/index.html
00:39:36 Mike Haugen: And tidy models: https://www.tmwr.org/
00:40:20 Rob Lucas (he/him): Wow, he is prolific. Thanks!
00:43:28 Mike Haugen: Julia Sigle’s video blog has a great example of using random forest with tidy models: https://juliasilge.com/blog/ikea-prices/
00:43:31 shamsuddeen: http://www.feat.engineering
00:43:36 shamsuddeen: http://appliedpredictivemodeling.com
00:48:52 Mike Haugen: Love variable importance; easy for others to understand.
00:54:27 Carlo Medina: thanks Shamsuddeen!
00:54:30 Mike Haugen: Thanks!