Tag: Simple Linear Regression Tutorial

• Simple Linear Regression in Python

  

  Code and data used can be found here: Repository  From the previous two episodes you should now know the underlying theory of Linear Regression, its purpose and how we use gradient descent in optimising our parameters. You can read them here: Episode 4.1, Episode 4.2 . Setting up your programming environment All programming in this series…

  Mazen Ahmed

  Aug 5, 2020

  Regression Algorithms

  Data Science, Example, Linear Regression Example, Machine Learning, Python, Scikit learn, Simple Linear Regression Example, Simple Linear Regression Tutorial, Sklearn

• Understanding Simple Linear Regression

  

  This article is designed to teach the underlying theory of linear regression. How to code and implement this algorithm in Python will be included in episode 4.3. This article also covers some basic Data Science Terminology which is important to know for future episodes. What is Linear Regression? Linear regression is a common supervised machine…

  Mazen Ahmed

  Jul 11, 2020

  Regression Algorithms

  Data Science, Linear Regression, Machine Learning, Regression Algorithms, Simple Linear Regression Tutorial, What is Linear Regression?