GitHub topics: simple-linear-regression

Mach-A/NYC_taxi_dataset_2024dataset

Pyspark data analytics & ML models

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srafay/Machine_Learning_A-Z

Learning to create Machine Learning Algorithms

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Cyberoctane29/Influencer-Impact-and-Marketing-Sales-Modeling-and-Analysis

This project analyzes influencer marketing and promotional budgets' impact on sales using ML and statistical modeling in Python. It includes EDA, data cleaning, and simple and multiple linear regression. Key libraries include pandas, NumPy, statsmodels, Seaborn, and Matplotlib. Insights help optimize marketing strategies and resource allocation.

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Cyberoctane29/Penguins-Data-Analysis-and-Modeling

This project applies statistical modeling, including single and multiple linear regression, using Python. It covers exploratory data analysis, data cleaning, and modeling with pandas, NumPy, statsmodels, and scikit-learn. Regression analyzes relationships, while clustering identifies patterns. Seaborn visualizations enhance interpretability.

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DadaNanjesha/Simple-Linear-Regression

Simple Linear Regression in Python is an educational project demonstrating how to perform linear regression analysis using Python.

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pradipNP/Linear_Regression-Basic

This project demonstrates a basic implementation of linear regression in Python. It calculates the regression line using mathematical formulas (no Scikit-learn). The dataset contains house sizes and prices. Includes data visualization with scatter plots and a regression line.

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codeperfectplus/SLR_ML

Simple Linear Regression Code for article

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Himel-Sarder/Linear-Regression-on-Income-Dataset-Kaggle

This project implements a simple linear regression model to predict happiness based on income using a dataset. The goal of the model is to explore the relationship between income and happiness and evaluate the model's performance using various regression metrics.

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Himel-Sarder/ML-Exercise-Regression-Metrics

This repository contains an exercise on regression metrics using an income dataset to predict happiness. The exercise includes data preprocessing, model training, evaluation, and visualization.

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Himel-Sarder/ML-Exercise-Sales-Prediction-Advertising-Simple-Linear-Regression

This project analyzes Kaggle's Advertising Dataset to predict sales based on advertising budgets for TV, Radio, and Newspaper. Using linear regression, it explores relationships between spending and sales, evaluates model performance, and provides actionable insights for data-driven marketing decisions.

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coder5omkar/Simple-Linear-Regression

Linear regression is one of the most fundamental algorithms in machine learning and statistics used for predicting a continuous dependent variable (target) based on one or more independent variables (features). The key idea behind linear regression is to find the relationship between variables by fitting a straight line through the data points.

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FaisaljanBaloch/simple-linear-regression-model-for-price-prediction

A Machine Learning Model to predict the house prices based on the square feet living

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farwaa-sr/Linear-Regression

This repository delves into fuel consumption data analysis using both simple and multiple linear regression models. We aim to uncover the relationships between various factors (independent variables) and fuel consumption (dependent variable).

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JaewonSon37/Data_Analysis_and_Regression1

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reddyprasade/Machine-Learning-With-R

Machine Learning in R

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ruoheng-du/econometrics

Econometrics | Spring 2023

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Ruban2205/Data-Science-Introduction

Welcome to the Data Science Introduction repository! This repository is designed to provide an introduction to the field of data science, covering various topics and techniques commonly used in the industry.

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aye-shadow/machine-learning-practise

This repo is for all my machine-learning mini-projects to showcase my learning as I dive into the world of AI/ML/DL.

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abinashsahoo007/Data-Science-Assignments

Find all my Data Science Assignments Here. These Assignments are based on different Statistical and Machine Learning Algorithms which are performed using python language💻.

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Cano1998/Simple-linear-regression

Project where I applied simple linear regression to predict the charges for individuals based on their age. Specifically, I focus on predicting the charges for a 70-year-old person.

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Hadley-Dixon/FertilityGDPRegression

Performs EDA on fertility rates and national income, fits a simple linear regression model, diagnoses its validity, and use it to make predictions about future fertility based on income

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nmcintyre5/supervisedLearningFinalProject

Supervised Learning project aimed at using various features to predict life expectancy.

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monicamurugesan/Data-Science

R

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shwetapardhi/Assignment-04-Simple-Linear-Regression-2

Q2) Salary_hike -> Build a prediction model for Salary_hike 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. Correlation Analysis. Model Building. Model Testing. Model Predictions.

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shwetapardhi/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 Model Predictions using simple linear regressi

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Vidhi1290/Regression-Series

In this repository, we delve into the world of regression analysis. I have provided straightforward examples and in-depth explanations of both simple and multiple regression, helping you gain a solid grasp of these essential statistical techniques.😎✅

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Jhay001/EDA-And-Sales-Prediction-using-SLR

The "Advertising Impact Analysis" project aims to analyze the relationship between advertising expenditure across different channels (such as TV, radio, online) and its impact on sales or revenue.

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NimishNagapure/Problems_on_Linear_Regression

➕ Solving Problems Using ➗ (✔Linear Regression Algorithm✔)

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Avinash793/regression-analysis-examples

Detailed implementation of various regression analysis models and concepts on real dataset.

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alokverma18/Linear-Regression

Implementation of Simple and Multiple Linear Regression

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gonzalezben81/studentperformance

This repository contains analysis code from my graduate school work.

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Moogli0602/Advance-Project--1-2---Prediction-with-Regression

Regression_Prediction_MachineLearning ; Welcome to the Prediction with Regression repository! This repository contains two advanced projects focusing on building simple linear regression models using Python.

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Samir-Zade/Classfication-and-Regression

This repository contains implementations of various machine learning models for both classification and regression tasks. It serves as a comprehensive resource for understanding and experimenting with different algorithms in supervised learning.

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ShaikRiyazSandy/Simple-Linear-Regression

Simple Linear Regression

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PayThePizzo/Predictive-Analysis-Notes 📦

Predictive Analysis Course's notes for Computer Science B.S. at Ca' Foscari University of Venice

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SaadARazzaq/One-Shot-Linear-Regression

The Only Must Have Source and Resource You Need, to Learn Univariate Linear Regression 🔥

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anujahlawat/delivery-time

practice 1.1 | simple linear regression | delivery time

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anujahlawat/salary-hike

practice 1.2 | simple linear regression | salary hike

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shanuhalli/Data-Science-Assignment

Find all ExcelR Data Science Assignment Solution Here

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MuskanKhandelia/Salary_Hike

supervised-machine-learning-simple-linear-regression-prediction

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MuskanKhandelia/Delivery_Time

supervised-machine-learning-simple-linear-regression-prediction

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saikrishnabudi/Simple-Linear-Regression

Data Science - Simple Linear Regression Work

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Ddeepanshu-997/Simple_linear_regression_in_Machine_Learning

In this repository i performed initially some data preprocessing technique in order to filter out the data flaws then undergoes the process of model building i.e simple linear regression on real life data in order to make a machine learning regression model.

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032AbhishekChoksi/Machine-Learning-Exercises-with-Datasets

Machine Learning Algorithms Practicals in Python with Datasets

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SanghyunKim1/MLB_Team_RunsScored_Prediction

MLB Team Runs Scored Prediction Project (Linear Regression)

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PankajVispute/Delivery-time-prediction---Simple-Linear-Regression

To predict delivery time based on sorting time using simple linear regression model.

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immanuvelprathap/Automobile-Data

Used Car Prices from the Automobile dataset in order to predict the most suitable Car Price.

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AvinashDarekar/Advance-Project--1-2---Prediction-with-Regression

regression-prediction-ml

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Shalinee13/Linear_Regression-Machine_learning_model-

Welcome to the Linear Regression Repository! This repository is dedicated to providing a comprehensive collection of resources and code examples for two types of linear regression: Simple Linear Regression and Multiple Linear Regression.

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bharathsudharsan/Tiny-Impute

On-device Hybrid Anomaly Detection and Data Imputation

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mayorofdata/Revenue-Prediction-Using-Simple-Linear-Regression

In this project, I applied Linear Regression model to solve the task using python

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Folasade-Ojo/Expenses-prediction

An analysis done to determine the effect of some categorical variables on expenses.

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pavankalyan1997/Machine-learning-without-any-libraries

This is a collection of some of the important machine learning algorithms which are implemented with out using any libraries. Libraries such as numpy and pandas are used to improve computational complexity of algorithms

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chunhuayu/Statistical-Model-Using-R

Time Series Model, Simple Linear Regression Model, Multiple Linear Regression Model, Polynomial Regression Model,Logistic Regression Model

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vaitybharati/P25.-Supervised-ML---Simple-Linear-Regression---Waist-Circumference-Adipose-Tissue-Data

Supervised-ML---Simple-Linear-Regression---Waist-Circumference-Adipose-Tissue-Data. EDA and data visualization, Correlation Analysis, Model Building, Model Testing, Model Prediction.

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vaitybharati/P24.-Supervised-ML---Simple-Linear-Regression---Newspaper-data

Supervised-ML---Simple-Linear-Regression---Newspaper-data. EDA and Visualization, Correlation Analysis, Model Building, Model Testing, Model predictions.

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vaitybharati/Multi-Linear-Reg

Multi-Linear-Reg

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vaitybharati/Assignment-04-Simple-Linear-Regression-1

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 Model Predictions using simple linear regression.

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Amitha353/Machine-Learning-Regression

Machine-Learning-Regression

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GeorgeOduor/R-ANALYSIS

These are my R statistical analysis codes.

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RiteshSencha/DS-660-Business-Analytics-using-MS-Excel

A series of spreadsheets ranging from basic statistical analysis to advanced models like Simple & Multiple Linear Regression, Monte Carlo Simulation and more. These were developed as part of my assignments & Exams during my Master's degree in Data Science

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kailash-turimella/Regression-Using-Python

Machine Learning Models using Python (Regression)

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Arpita-deb/Car-Price-Prediction

Building Simple and Multiple Linear Regression Models to predict the prices of car models from 1985 Ward’s Automotive Yearbook

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vaitybharati/Assignment-04-Simple-Linear-Regression-2

Assignment-04-Simple-Linear-Regression-2. Q2) Salary_hike -> Build a prediction model for Salary_hike 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. Correlation Analysis. Model Building. Model Testing. Model Predictions.

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harshit496/simple_linear_regression

Implementation of a simple linear regression in python

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Yash22222/TSF-GRIP-TASKS

The Sparks Foundation Data Science & Business Analytics Internship Tasks

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VimalChamyal/Sales-prediction-using-Simple-Linear-Regression

In this project have used Simple Linear Regression to model the data. I have tried to predict 'sales' using the 'amount spent on advertisement using TV as the medium'.

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ishmam-br10/Machine-Learning-Models

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madhurima-nath/regression_and_predictions 📦

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javlim/SimpleLinearRegression-IceCreamRevenue

Simple Linear Regression Practice for Ice Cream Revenue Dataset

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arpitHub/Excel_Linear_Regression_Analysis

Linear Regression Analysis for Bike Rental System using Excel and R

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Kmohamedalie/Supervised_Machine_Learning-Regression

Regression Algorithms

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AmMoPy/Simple_Multiple_Bayesian_Linear_Regression

Gentle yet comprehensive introduction to regression

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shalakasaraogi/census-income-project

Used various Machine Learning Algorithms to performed a predictive task of classification to predict whether an individual makes over 50K a year or less on the 'US Census Income' dataset.

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hakanskn/Fuel-Consumption-Prediction-Simple-Linear-Regression

Fuel Consumption Prediction by Simple Linear Regression

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f-z/machine-learning-projects

Predicting wine quality using regression on the well-known UCI data set and more

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martincorona007/Artificial-Intelligence

Simple Linear Regression, Multiple Linear Regression, Genetic Algorithm

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imeysam/LR-GD

Simple Linear Regression using Gradient Descent

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sanjushasuresh/SIMPLE-LINEAR-REGRESSION-ASSIGNMENT-4-Q1

This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using simple linear regression.

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sanjushasuresh/SIMPLE-LINEAR-REGRESSION-ASSIGNMENT-4-Q2

This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using simple linear regression.

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akash2262/P5-Regression-Analysis_-In-Depth

Here we have applied in depth regression analysis using life expectancy data and cloud seeding data set .

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avd1729/Simple-Linear-Regression

Implementing Simple linear regression using multiple methods

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nishantdalvi05/Simple-linear-regression-Models

Linear Regression is a machine learning algorithm based on supervised learning. It performs a regression task. Regression models a target prediction value based on independent variables. It is mostly used for finding out the relationship between variables and forecasting.

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shanuhalli/Assignment-Simple-Linear-Regression

Predict delivery time using sorting time and Build a prediction model for salary hike.

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faezehabibi66/Regression

Linear Regression

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kumudj/Simple-Linear-Regression

Hands on experience on simple linear regression

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ASHOKKUMAR-K/Weight_Prediction

It is an End to End Data Science project using Linear Regression Machine Learning model.

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nishantdalvi05/My-first-Model

My first basic model of simple linear regression in python language with the platform of jupyter notebook.

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MoinDalvs/Simple_Linear_regression_2

Building a prediction model for Salary hike using Years of Experience

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guilhermedom/perceptron-regression-ice-cream-per-temp

Perceptron regressing revenue for an ice cream stand according to temperature.

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redayzarra/machine-learning

These are my notes, lessons, models, and code for topics on machine learning. Topics include everything from data pre-processing to logistic regression intuition, and more!

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hamza-mughees/Simple-Linear-Regression

This program uses simple linear regression, which is a basic machine learning algorithm, to predict the SAT score of a given student, based on the student's GPA

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the-eternal-newbie/machine-learning

Project for storing practices of my Artificial Intelligence II Lab; contains basic algorithms of machine learning in an agent-oriented programming paradigm.

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rushikeshw791/Simple-linear-regression-2

Q2) Salary_hike -> Build a prediction model for Salary_hike 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. Correlation Analysis. Model Building. Model Testing. Model Predictions.

Language: Jupyter Notebook - Size: 293 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0