fun it's interactive it's in kaggle kernels so you can access it anywhere and now that actually keeps track of your progress so you know if you stopped one halfway through it'll tell you which modules you've done all right the other thing that this this kind of surprised me if you go to youtube.com forward slash Kaggle there is an amazing amount of content and it's added to weekly everything from coffee chats to interviews with for example practitioners at Google brain all sorts of pretzeled live coding gets recorded