This project demonstrates the use of Linear Regression to predict scores based on input features using the Scikit-Learn library in Python. The model establishes a linear relationship between the input ...

This project is a continuation of the initial exploratory data analysis (EDA) phase. The primary objective is to implement a Linear Regression model using Python's Scikit-learn module to predict the ...

Python is a powerful tool for data analysis, and linear regression is one of the simplest yet most powerful predictive modeling techniques. If you're delving into data science, understanding how ...

Simple Linear Regression. Simple linear regression is performed with one dependent variable and one independent variable. In our data, we declare the feature ‘bmi’ to be the independent variable.

In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code behind the linear regression in python. Your Lane to ...

Air pollution is a major scenario in the urban areas. The need of analyzing air quality is becoming an important requirement over past years. Atmosphere contains various levels of pollutants which ...

Building a linear regression model So far, I have explored the dataset in detail and got familiar with it. Now it is time to create the model and see if I can predict Yearly Amount Spent.