Simple Linear Regression implemented in Python

EXCELR ALL ASSIGNMENTS

Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python.

Multiple Linear Regression Analysis of Mileage Actual observations vs Predicted Observation

This repository implements a Linear Regression model using the WiDS: Agent Jackie Assignment 1 Dataset from Kaggle. The model predicts a target variable using a single feature, with parameters (slope and intercept) calculated using the Ordinary Least Squares (OLS) method.

This project demonstrates a basic implementation of simple linear regression in Julia. It generates synthetic data, performs linear regression to find the equation of the line, and then plots the data points and the regression line.

Simple Linear Regression in Machine Learning

Hands-on 2: Simple Linear Regression for SIA I

Basic to Advanced Topic of Machine Learning Examples.

ExcelR Data Science Assignment 4

This repository contains many simple linear regression models and their datasets.

Assignment-04-Simple-Linear-Regression-1 Q1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Mod…

Utilizing simple linear regression to forecast students' academic performance by analyzing the correlation between study hours and exam marks.

In this repository, I have explored various regression algorithms.

Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using Python.

We will be performing simple linear regression on salary.csv dataset.

Here you can find All data Science assignments with solutions and data set

Regression is one of the foundational techniques in Machine Learning. Being one of the most well-understood algorithms, beginners always struggle to understand some fundamental terminology related to regression. In this series of projects, I will try to give you basic ideas of underlying concepts with the help of practical examples. If you are s…