simplelinearregression

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.

END TO END ML IMPLEMENTATION

House Price Prediction using Simple Linear Regression with model evaluation, visualization, and business insights.

Multiple Linear Regression Analysis of Mileage Actual observations vs Predicted Observation

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

ExcelR Data Science Assignment 4

💼 Salary Prediction App This is a mini project that predicts salaries based on years of experience using a Simple Linear Regression model. The project includes both backend (model training) and frontend (interactive web app) using Streamlit.

Basic to Advanced Topic of Machine Learning Examples.

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.

Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention.

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…

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

Hands-on 2: Simple Linear Regression for SIA I

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

The relationship between the schooling level and life expectancy around the world: an exploratory model using linear regression in Python

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.