Data Science Assignment
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Jul 13, 2020 - Jupyter Notebook
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ordinary-least-square-regression
Here are 14 public repositories matching this topic...
This repository contains a project I completed for an NTU course titled CB4247 Statistics & Computational Inference to Big Data. In this project, I applied regression and machine learning techniques to predict house prices in India.
python machine-learning linear-regression sklearn pandas seaborn matplotlib random-forest-regression gradient-boosting-regressor xgboost-regression residual-analysis lightgbm-regressor ordinary-least-square-regression anova-analysis catboost-regressor
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Sep 15, 2024 - Jupyter Notebook
OLS results and Linear Regression in R
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Aug 5, 2024 - R
Lattice Data with R (City of Cape Town)
autocorrelation lattice spatial-data-analysis weight-matrix moran-i ordinary-least-square-regression geographic-weighted-regression
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Nov 4, 2024 - Jupyter Notebook
Machine Learning algorithms and models
machine-learning linear-regression ols-regression ordinary-least-squares ordinary-least-square-regression
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Jul 2, 2024 - Jupyter Notebook
Ordinary Least Squares on Wine Data
linear-regression ols ols-regression wine-quality ordinary-least-squares wine-dataset ordinary-least-square-regression
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Jul 6, 2025 - Jupyter Notebook
Simple linear regression
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Jan 26, 2024 - Jupyter Notebook
This Python script uses BeautifulSoup for web scraping, matplotlib for data visualization, and performs an ordinary least squares regression analysis.
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May 26, 2025 - Jupyter Notebook
My repository for python implementation of a few prominent machine learning algorithms
python machine-learning scikit-learn linear-algebra sgd pca artificial-neural-networks gradient gradient-descent backpropagation-learning-algorithm ann backpropagation kmeans-clustering pso radial-basis-function rbf knn-classification ordinary-least-square-regression gradientde stocastic-gradient-descent
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Feb 12, 2025 - Jupyter Notebook
Spatial Statistics Assignment1
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May 5, 2025 - HTML
These are graphical plots of reliability data which are quick and useful visual test to determine if a particular model is consistent with an observed data from an operating system or manufacturing equipment
reliability-engineering reliability-data weibull-distribution ordinary-least-square-regression weibull-analysis
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Jul 14, 2023 - Jupyter Notebook
Ordinary Least Squares on Advertising Data
linear-regression ols ols-regression statsmodels advertising-data ordinary-least-squares ordinary-least-square-regression ols-regression-model
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Jul 6, 2025 - Jupyter Notebook
OLS bivariate regression in Golang
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May 29, 2024 - Go
This repository contains the Python script for predicting housing prices using linear regression models.
machine-learning sklearn machinelearning ols-regression stochastic-gradient-descent ordinary-least-square-regression
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Jan 30, 2024 - Python
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