A very cool website from Amazon that explains various machine learning concepts using interactive and visual essays.
https://mlu-explain.github.io/
Using simple and interesting examples, the website really brings to life many core concepts in machine learning and makes them accessible to more people.
This reminds me of how I learned physics during my high school era. There was a website that explains the concepts in physics better than my teachers at school. Sadly, I no longer remember its website address.