Linear
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...
Artificial Intelligence
Non-Linearity: Can Linear Regression Compete With Gradient Boosting?
Some weeks ago, I published a post on LinkedIn.The post was based on the next figure, comparing the predictions made by two models: Linear Regression, and CatBoost.This began a discussion, and I discovered the...
Artificial Intelligence
Bayesian Linear Regression: A Complete Beginner’s guide
A workflow and code walkthrough for constructing a Bayesian regression model in STANNote: Try my previous article for a practical discussion on why Bayesian modeling could also be the appropriate selection in your task.This...
Artificial Intelligence
Linear Programming Optimization: The Simplex Method
Part 3: The algorithm under the hoodUp until now, this series has covered the fundamentals of linear programming. In this text, we're going to move from basic concepts into the main points under the...
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