SNSai Nikhilinmachinelearningdudes.hashnode.dev·Sep 20, 2022 · 6 min readProbabilityTheory of probability is a study of random or unpredictable nature of experiments. It is helpful in investigating the important features of these experiments. A preliminary knowledge of set theory and permutations and combinations is a pre-requisit...00
SNSai Nikhilinmachinelearningdudes.hashnode.dev·Sep 15, 2022 · 5 min readLinear Algebra part-3Distance of a point from a Plane Assume that an N-d plane passes through the origin. The plane's equation, w^t.x=0, becomes apparent once you realise that it passes through the origin. What is the shortest distance of point from plane Representat...00
SNSai Nikhilinmachinelearningdudes.hashnode.dev·Aug 18, 2022 · 4 min readMotivation to learn Linear AlgebraAbout Linear Algebra Linear Algebra is a very fundamental area in mathematics, but we will use it for a wide range of applications. In terms of Machine Learning, it is used to solve specific types of problems. Let me motivate you with a simple exampl...00
SNSai Nikhilinmachinelearningdudes.hashnode.dev·Aug 17, 2022 · 5 min readLinear Algebra Part-2Mathematics of vectors Imagine if you are given two row vectors a=[a1,a2,a3,.....an] b=[b1,b2,b3,.....bn] Mathematically lets learn some basic operations on vectors 1.Addition what would a+b result in? a+b=[a1+b1,a2+b2,.....an+bn] (component wi...00
