Towards Machine Learning — Linear Regression and Polynomial Regression

Towards Machine Learning — Linear Regression and Polynomial Regression

I decided to write few brief articles regarding this topic, which are intended to help people new to this topic dive in the interesting world of Machine Learning. Today we go further, and tackle Linear Regression, another extremely popular and wide used technique.

Recently I started a course on Applied Machine Learning by the University of Michigan on Coursera. The course covers some widely popular Machine Learning algorithms. I decided to write few brief articles regarding this topic, which are intended to help people new to this topic dive in the interesting world of Machine Learning. My last article covered the topic of K Nearest Neighbours (KNN) classification. You can take a look how to use KNN to classify cars into vehicle classes according to their engine size, cylinder count, fuel consumption and CO2 output. Today we go further, and tackle Linear Regression, another extremely popular and wide used technique.

Structure of the article:

  • Introduction
  • Dataset loading and description
  • Data analysis
  • Model training and evaluation
  • BONUS: Polynomial Regression
  • Conclusion

Enjoy the reading! 🙂

machine-learning data-science linear-regression python-programming

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Linear Regression with PyTorch | Data Science | Machine Learning | Python

In this article, I will take you through Linear Regression with PyTorch. I will simply use the PyTorch package to build a Linear Regression

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.