 In this video, I want to go over some exercises you can do to further your intuition about what you can do with webhook automation. So if you recall, this is the code that runs that modal web server that receives the webhook. And in this web server, we're not really doing much. We're just printing the event. And we're just returning this message to the client so nothing really is happening here and and what we want to do is we want to do more than just print the event we want to get this information out of the event and do something so here are some ideas one is download the model use the weights and biases python client to download the model. Use the Weights and Biases Python client to download the model into the web server. You don't have to do anything else. Just download the model. Make sure, familiarize yourself with the Weights and Biases Python client, which we've already went over in the CICD for ML course, to retrieve the model. And do something with that model. Very simple thing you can do is print the number of parameters. But also more realistically, score the model against the test set. Then finally, do something fun with the webhook. For example, send a Slack message, email, or text. Make the webhook do something fun and let us know what you do with it and share your code. It will make it a lot more fun for the participants of this class if you share creative things that you end up doing with your webhook.
Webhook Exercises
It is time for you to get your hands dirty, there is no better way to learn than to try it. Here are some exercises I recommend to start with but you can get as creative as you want.