Project using multiple linear regression to model prices of houses in Ames, IA.
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Mar 5, 2020 - R
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ames-housing
Here are 35 public repositories matching this topic...
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Dec 26, 2016 - Python
10 very popular data analysis exercises I have practised with jupyter notebook in my spare time, including Iris flowers, Titanic, K means clustering, linnear regression and logistic regression etc.
linear-regression cnn data-analysis logistic-regression feature-engineering kmeans-clustering titanic-survival-prediction iris-dataset ames-housing
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Jan 21, 2023 - Jupyter Notebook
my attempt to train a model on Ames housing dataset with scikit-learn and XGBoost .
machine-learning ai machine-learning-algorithms kaggle kaggle-competition machinelearning kaggle-house-prices ames-housing ames-housing-dataset
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Jun 1, 2024 - Jupyter Notebook
Predictive analytics dashboard for exploring housing data and estimating property prices with Python, Streamlit and machine learning.
python heroku machine-learning scikit-learn plotly pandas data-analysis predictive-analytics gradient-boosting ames-housing property-valuation streamlit
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Jun 27, 2026 - Jupyter Notebook
Predicting House Prices in Ames,Iowa using advanced regression techniques (penalized regressions)
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Apr 19, 2021 - Jupyter Notebook
Final Project for Sta 521 Predictive Modeling at Duke University in 2017 Spring
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May 6, 2017
In this repo I'll use different types of datasets to explore and implement various Exploratory Data Analysis (EDA) approaches.
visualization python data-science analysis numpy eda pandas data-visualization seaborn data-analysis battery-life ames-housing matplotlib-pyplot zomato-data-analysis blackfriday-analysis
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Aug 15, 2023 - Jupyter Notebook
Production-style scikit-learn pipelines: Ames Housing with Optuna-tuned boosting; calorie-expenditure regression with a custom RMSLE scorer
data-science machine-learning scikit-learn cross-validation pipelines regression feature-engineering hyperparameter-tuning gradient-boosting ames-housing optuna
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Aug 2, 2026 - Jupyter Notebook
data-science machine-learning xgboost boosting-algorithms feature-engineering regularized-linear-regression stacking bagging ames-housing ensemble-machine-learning advanced-regression-techniques
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Jan 17, 2019 - Jupyter Notebook
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Dec 12, 2023 - R
Advanced regression analysis to predict housing prices in Ames, Iowa, using Stacking Ensembles (Ridge, XGBoost, LightGBM). / Análisis de regresión avanzada para predecir los precios de la vivienda en Ames, Iowa, utilizando Ensembles de Stacking (Ridge, XGBoost, LightGBM).
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Jul 12, 2026 - Jupyter Notebook
Linear Regression model using PyTorch to predict Ames Housing prices based on square footage, bedrooms, and bathrooms. Features proper normalization, early stopping, and comprehensive evaluation.
python data-science machine-learning linear-regression pytorch house-price-prediction ames-housing regression-analysis internship-project
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Dec 13, 2025 - Jupyter Notebook
An advanced machine learning regression pipeline on the Ames Housing dataset featuring non-linear target scaling, systematic preprocessing, multi-model benchmarking, and embedded vs. filter feature selection analysis.
python machine-learning scikit-learn feature-selection predictive-modeling lasso-regression ames-housing regression-analysis
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Jun 18, 2026 - Python
Prediction of Sales Prices of Houses
data-science jupyter-notebook data-visualization data-engineering data-analytics xgboost data-analysis prediction-algorithm elasticnet ames-housing xgboost-regression loocv ames-housing-dataset elastic-net-regression ames-dataset
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Mar 2, 2024 - Jupyter Notebook
Using Lasso regression to predict housing prices in Ames, Iowa.
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Dec 30, 2020 - Jupyter Notebook
Reproducible leakage-safe Ames Housing regression case study
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Aug 2, 2026 - Python
Predicting house prices using Linear and Polynomial Regression. This project demonstrates the significant impact of data preprocessing (Outlier removal, SMOTE, Encoding) on model accuracy.
machine-learning correlation linear-regression regression polynomial-regression ames-housing multiple-linear-regression
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Jun 19, 2026 - Jupyter Notebook
End-to-end House Price Prediction using the Ames Housing Dataset with Feature Engineering, Lasso Regression, and Model Evaluation.
python data-science machine-learning scikit-learn kaggle house-price-prediction lasso-regression ames-housing
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Jun 8, 2026 - Jupyter Notebook
Build a model with machine learning to predict housing prices in Ames, Iowa. Top 11% in the Kaggle Housing Prices Competition.
python data-science machine-learning sklearn kaggle-competition housing-prices random-forest-regressor ames-housing feature-mapping simple-imputer dummy-variables
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Oct 18, 2020 - Python
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