https://github.com/anishlearnstocode/ml-workshop-wac-1

Workshop on ML/AI 🧠 using Python 3 🐍 with introduction to Language Basics, Constructs, Linear Regression, Multi-Linear Regression, Logistic Regression, KNN and Neural Networks @ What After College 🎓.

ai intro-to-programming linear-regression logistic-regression machine-learning ml multi-linear-regression pca pip python python3

Last synced: 02 Jul 2025

https://github.com/anishlearnstocode/ml-workshop-wac-2

Workshop on ML/AI 🧠 using Python 3 🐍 with introduction to Language Basics, Constructs, Linear Regression, Multi-Linear Regression, Logistic Regression, KNN and Neural Networks @ What After College 🎓.

ai deep-learning linear-regression lm logistic-regression multi-linear-regression pip python python3

Last synced: 23 Aug 2025

https://github.com/anishlearnstocode/ml-workshop-wac-3

Workshop on ML/AI 🧠 using Python 3 🐍 with introduction to Language Basics, Constructs, Linear Regression, Multi-Linear Regression, Logistic Regression, KNN and Neural Networks @ What After College 🎓.

ai deep-learning linear-regression logistic-regression ml multi-linear-regression pip pip3 python python3

Last synced: 09 Aug 2025

https://github.com/moindalvs/learn_multi_linear_regression

Prediction of Miles per gallon (MPG) Using Cars Dataset

cooks-distance correlation-matrix data-preprocessing data-science feature feature-engineering feature-selection high-leverage i multi-linear-regression normality-test outliers-detection outliers-influence partial-least-squares-regression residual-analysis variance-inflation-factor

Last synced: 04 Sep 2025

https://github.com/usk2003/video-games-sales-prediction

This repository contains a machine learning project focused on predicting global video game sales using regression models like Gradient Boosting and Random Forest. It includes data preprocessing, analysis, and actionable insights for the gaming industry.

course-based-project decision-trees gradient-boosting jupyter-notebook knn machine-learning multi-linear-regression random-forest

Last synced: 23 Aug 2025

https://github.com/alinababer/house-price-prediction-by-nn-multi-linear-regression-and-knn-r

house-price-prediction machine-learning multi-linear-regression neural-network r r-programming

Last synced: 03 Apr 2025

https://github.com/shwetapardhi/assignment-05-multiple-linear-regression-1

Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.p

cooks-distance correlation-analysis influence-plot leverage-score multi-linear-regression ols ols-regression-model p-value pairplot python r-square-values regression-plot scatter-plot statsmodels

Last synced: 23 Jul 2025

https://github.com/ashishpatel8736/emissions-predictor-using-mlr

CO2 Emissions Predictor is a machine learning project that uses a Multiple Linear Regression (MLR) model to predict the CO2 emissions of vehicles based on their specifications, such as engine size, cylinders, and fuel consumption.

machine-learning multi-linear-regression python

Last synced: 03 Apr 2025

https://github.com/vaneeza-7/bayesian-statistics-regression-models-in-pymc3

Bayesian Statistics: Linear Regression and multi-linear models and related concepts (multicollinearity, correlation coefficient etc) on iris dataset in pymc3

bayesian-statistics confounding-variables correlation iris-dataset linear-regression multi-linear-regression multicollinearity pearson-correlation-coefficient pymc3 python r-squared-statistic

Last synced: 24 Apr 2025

https://github.com/shwetapardhi/assignment-05-multiple-linear-regression-2

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in t

collinearity-diagnostics cooks-distance correlation-analysis eda heteroscedasticity homoscedasticity leverage-score multi-linear-regression numpy ols-regression p-value pair-plot python r-square-values regress-exog residual-analysis smf statsmodels vif

Last synced: 27 Feb 2025

https://github.com/vijaykumarr1452/startup_success_predictor

This project demonstrates the use of Multiple Linear Regression to predict the profits of startups based on investment in R&D, Administration, and Marketing of dataset (50_Startups.csv)

machine-learning multi-linear-regression numpy pandas python regression rsquare-values scikit-learn

Last synced: 26 Mar 2025

https://github.com/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💻.

association-rules clustering datascience decision-tree-classifier forecasting hypothesis-testing k-nearest-neighbours logistic-regression machine-learning-algorithms multi-linear-regression naive-bayes neural-networks pca python-machine-learning random-forest recommendation-system simple-linear-regression statistics support-vector-machines text-mining

Last synced: 05 Aug 2025