If you’ve ever tried to explain Bayes’ theorem to someone at a party, you know the look you get. That glazed-over, polite nod that says “I’ll remember your name but…
In the realm of machine learning, we constantly strive to build models that accurately capture the underlying patterns and generalize well on unseen data. However, our ambitious models often fall…
"Optimization is at the heart of machine learning. It is the process of searching through a space of possible models to find one that performs well on a task. It…
Many of us may find understanding statistics a challenging task. Moreover, when it comes to conditional probability, we may find ourselves scratching our heads. And yes, I am one of…
In my last blog on orthogonal projection, I shared how visualizing mathematical concepts help us understand them better. So, I thought of doing the same with matrix multiplication. Matrix multiplication…
