Linear
Artificial Intelligence
How I Optimized My Leaf Raking Strategy Using Linear Programming
, and it’s officially leaf-raking season. As I engaged on this tedious task, I noticed it is essentially one big optimization problem.
When raking my leaves, I made 4 piles: one on either side of...
Artificial Intelligence
The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs
, I'll present an answer to the Subset Sum Problem, which has linear time complexity (), if all of the ‘’ input values are “close enough” to one another. We are going to see...
Artificial Intelligence
The Machine Learning “Advent Calendar” Day 11: Linear Regression in Excel
Regression, finally!
For Day 11, I waited many days to present this model. It marks the start of a latest journey on this “Advent Calendar“.
Until now, we mostly checked out models based on distances,...
Artificial Intelligence
A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That?
chapter of the in-progress book on linear algebra, “A birds eye view of linear algebra”. The table of contents to date:
Stay tuned for future chapters.
Here, we'll describe operations we will do with two...
Artificial Intelligence
Multiple Linear Regression Evaluation
full code for this instance at the underside of this post.
Multiple regression is used when your response variable Y is continuous and you may have at the least k covariates, or independent variables...
Artificial Intelligence
Linear Programming: Managing Multiple Targets with Goal Programming
That is the (and certain last) a part of a Linear Programming series I’ve been writing. With the core concepts covered by the prior articles, this text focuses on goal programming which is...
Artificial Intelligence
Linear Regression in Time Series: Sources of Spurious Regression
1. Introduction
It’s pretty clear that the majority of our work shall be automated by AI in the longer term. This shall be possible because many researchers and professionals are working hard to make their...
Artificial Intelligence
Mastering the Basics: How Linear Regression Unlocks the Secrets of Complex Models
Full explanation on Linear Regression and the way it learnsEventually we arrived to a fairly good model. The true values I used to generate those numbers were and after only 50 iterations, the...
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