Intro to Embeddings

Imagine a grocery store.

• Apples are right next to Oranges.
• Milk is far away from Apples.
• Shampoo is even further away.

You know this because you understand categories. Computers don't. To a computer, the word "Apple" is just 5 letters: A-P-P-L-E. It doesn't know it's a fruit.