June 7, 2024
Eigen vectors and eigen-decomposition was super confusing to me back in the college days. Thankfully I understand it well now, here's an intuitive explanation if you are finding it confusing too :)
Read more →May 28, 2024
We start with a simple intuitive explanation for matrix multiplication and how it enables intelligence within AI models as we know it
Read more →May 18, 2024
This is the first piece in the series of posts/tweets I will write about mathematical concepts related to ML. Fortunately, a tweet is not restricted to just 140 characters now. The idea behind writing these concepts as tweets is that it forces you to write in a natural human language. You cannot write equations or complicated representations, just pure thoughts, so that it is easily understandable. I may use images occasionally to talk about things visually, though.
Read more →May 16, 2024
Mostly explaining my thoughts on how I feel about the current landscape about AI and what am I going to do to get back to building with it
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