Polynomial Regression From Scratch in Python | Linear Regression | Regression

Pubblicato il: 08 giugno 2023
sul canale di: CodeML from Scratch
667
11

In this video, we explore polynomial regression, a powerful machine learning algorithm that can model complex relationships between variables. We'll go over the theory behind polynomial regression and how it works, and then we'll dive into some code in Python to implement the algorithm from scratch. By the end of this video, you'll have a solid understanding of how polynomial regression works and how to use it in your own machine learning projects.

#machinelearning #artificialintelligence #datascience #linearregression #Pseudoinverse #regression
Link for the notebook and dataset: https://drive.google.com/drive/folder...

00:00 Introduction
02:43 Data replacing
05:16 Polynomial feature extraction from linear features
11:46 Standardisation of the data
13:53 Fitting the model
   • Linear Regression from Scratch | Line...  
14:15 Testing the code with the one provided by Sklearn


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