Often, the input features for a predictive modeling task interact in unexpected and often nonlinear ways. These interactions can be…

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## The Fundamental Theorem of Algebra

This post will take a familiar theorem in a few less familiar directions. The Fundamental Theorem of Algebra (FTA) says…

Continue Reading## More juice in the lemon

There’s more juice left in the lemon we’ve been squeezing lately. A few days ago I first brought up the…

Continue Reading## Probability that a cubic has two turning points

Most cubic polynomials with real coefficients have two turning points, a local maximum and a local minimum. But how do…

Continue Reading## Introduction to Polynomial Regression (with Python Implementation)

Here’s Everything you Need to Get Started with Polynomial Regression What’s the first machine learning algorithm you remember learning? The…

Continue Reading## Stability criteria in a nutshell

A continuous linear system is stable if and only if all its eigenvalues have negative real parts. There are various…

Continue Reading## Illustrating Cayley-Hamilton with Python

If you take a square matrix M, subtract x from the elements on the diagonal, and take the determinant, you…

Continue Reading## NP vs small P

The P vs NP conjecture has always seemed a little odd to me. Or rather the interpretation of the conjecture…

Continue Reading## Introduction to Linear Regression and Polynomial Regression

Introduction to Linear Regression and Polynomial RegressionAyush PantBlockedUnblockFollowFollowingJan 13IntroductionIn this blog, we will discuss two important topics that will form…

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