Encodings and embeddings: How does data get into machine learning systems?

In this series , you've learned a bit about how data is collected for machine learning, but what happens next? You need to turn the collected data -- images, text, video, audio or even just a spreadsheet -- into numbers that can be learned by a model. How does this happen? TLDR (too …