Thank you Zindi team for a very informative and interesting workshop. Everyone participating shares an excitement to take on this task. Also, thank you for the link and providing a skeleton notebook to begin with. It's actually way more exciting having a structure to work off of (as a beginner), it helps so much with how intimidating it can be to try approach a task like this. It might be worth considering providing a simple "starter example" notebook for challenges in future to help beginners feel less overwhelmed with where to begin.