No Free Lunch Theorem
Think of a buffet with countless dishes. No matter how tempting, you can’t enjoy every item at once — you’ll need to pick …
Read moreThink of a buffet with countless dishes. No matter how tempting, you can’t enjoy every item at once — you’ll need to pick …
Read morePrincipal Component Analysis (PCA) is a dimensionality reduction technique that transforms a large set of variables into a …
Read more𝗧𝗵𝗲 𝗔𝗿𝘁 𝗼𝗳 𝗥𝗲𝗱𝘂𝗰𝗶𝗻𝗴 𝗗𝗶𝗺𝗲𝗻𝘀𝗶𝗼𝗻𝘀 You're at an art museum, standing in front of a wall fill…
Read moreExpectation Maximization (EM): Algorithm Imagine you have a group of people and a list of their heights. You know that this …
Read moreImagine you have two groups of data points on a map, say, blue dots and green dots. Your goal is to draw a straight line t…
Read moreIn a world saturated by AI, MI and overzealous talk about both. It is interesting to learn to understand and identify th…
Read more