# linear

## Predictive Modeling in Excel – How to Create a Linear Regression Model from Scratch

Overview You can perform predictive modeling in Excel in just a few steps Here’s a step-by-step tutorial on how to…

## Molly Liebeskind

Essential Guide To Translating Between Python and RAn easy way to use your knowledge of Python or R…5 Machine Learning Techniques for…

## 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…

## Arthur Mello

Linear regression: the final frontierAdvanced techniques to take your linear regression game to the next levelA Lean Forecasting WorkflowHow to create…

## Explainability: Cracking open the black box, Part 1

By Manu Joseph, Problem Solver, Practitioner, Researcher at Thoucentric Analytics. Interpretability is the degree to which a human can understand…

## Emmett Boudreau

Linear Least Square Explained Like You’re TwoThe Linear Least Square Model is a machine learning and statistical fundamental…How vital are powerful…

## Linear feedback shift registers

The previous post looked at an algorithm for generating De Bruijn sequences B(k, n) where k is a prime number.…

## Build your First Linear Regression Model in Qlik Sense

Think about it before you read the answer. The best line is the one that minimizes the distance of all…

## 10 Powerful Applications of Linear Algebra in Data Science (with Multiple Resources)

Overview Linear algebra powers various and diverse data science algorithms and applications Here, we present 10 such applications where linear…

## Object-oriented programming for data scientists: Build your ML estimator

In spite of being different, they have the commonality that they can both be imagined to be essential parts of…

## A Running Speed Benchmark for Kernel & Non-Kernel Algorithms

A Running Speed Benchmark for Kernel & Non-Kernel AlgorithmsAre non-kernel always faster than their counterpart kernel-based algorithms?Ori CohenBlockedUnblockFollowFollowingJul 9The Kernel…

## Linear Regression using Flavor of Python

In this article we’ll cover univariate linear regression which is a statistical approach to find and determine a relationship among…

## Predicting House Prices with Linear Regression | Machine Learning from Scratch (Part II)

Predicting House Prices with Linear Regression | Machine Learning from Scratch (Part II)Predicting sale prices for houses, even stranger ones. And…

## Bivariate Logistic Regression Example (python)

Bivariate Logistic Regression Example (python)Intuitive Understanding and Simple ExerciseAndrew HershyBlockedUnblockFollowFollowingJun 24Source: Anne SprattA logistic regression is a model used to predict the “either-or”…

## The Intuition Behind Correlation

We’ll answer that question in this article. We’ll also develop an intuitive feel for the equation for Pearson’s correlation coefficient.…

## Log Book — Practical guide to Linear & Polynomial Regression in R

Log Book — Practical guide to Linear & Polynomial Regression in RThis is a practical guide to linear and polynomial regression in R.…

## Concept of Regularization

Because the a linear model has been trained on a non linear dataset. Hence, fitting a linear line to a…

## The Complete Guide to Linear Regression in Python

(duh)Is there an interaction effect?Estimating the coefficientsLet’s assume we only have one variable and one target. Then, linear regression is…

## Linear vs Polynomial Regression Walk-Through

Is the relationship best fit with a linear regression?Source of original data: Penn State. — — — — — — — — — — — — — — — — — — — — — — — — — — — — — -First, let’s bring in the…

## Taylor Fogarty

Linear or Logistic?Understanding the differences & the various models…Predicting the Future (of Music)Using Python and linear regression to predict the popularity of music..…

## Regression or Classification? Linear or Logistic?

Linear or Logistic?Understanding the differences & the various models for eachTaylor FogartyBlockedUnblockFollowFollowingJun 11Regression vs ClassificationIn order to decide whether to use…

## How to Tackle Your Next Regression Problem

Photo by Campaign Creators on UnsplashHow to Tackle Your Next Regression ProblemThe Key Ideas to Consider for Your Next Regression ModelTom…

## Layman’s Introduction to Linear Regression

Layman’s Introduction to Linear RegressionWhen your data follows a straight line trend, linear regression is your friendRishi SidhuBlockedUnblockFollowFollowingJun 5Linear regression attempts…

## Verifying the Assumptions of Linear Regression in Python and R

We should not be able use a linear model to accurately predict one feature using another one. Let’s take X1…

## Assumptions Of Linear Regression Algorithm

Assumptions Of Linear Regression AlgorithmGomathi tamilselvamBlockedUnblockFollowFollowingMay 24These Assumptions which when satisfied while building a linear regression model produces a best…