ML math is easier than you think. There are only six subjects you need to understand:
- Algebra
- Linear algebra
- Probability
- Derivatives
- Gradients
- Backpropagation
I share links for learning each on my Substack.
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Just recently there was a lot of hype around a technique called CAG. While it is powerful to its own extent, the real magic happens when you combine CAG with regular RAG. Let’s see what it would look like and what additional considerations sh…