Hey Robbie! This is a great content, I’m very grateful I’ve bumped into it since I’m currently researching a lot about machine learning and related subjects. I want to stay ahead of the curve and your post has been very motivational haha! Besides, I also would like to suggest you a content. It’s an Introduction to Machine Learning eBook, it has a lot of nice tips and resources for beginners and non-technical guys. Hope you like it!