simplelinearregression

Simple Linear Regression implemented in Python

EXCELR ALL ASSIGNMENTS

END TO END ML IMPLEMENTATION

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.

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

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.

Multiple Linear Regression Analysis of Mileage Actual observations vs Predicted Observation

Simple Linear Regression in Machine Learning

Basic to Advanced Topic of Machine Learning Examples.

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 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.

💼 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.

Hands-on 2: Simple Linear Regression for SIA I

ExcelR Data Science Assignment 4

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.

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

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

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…