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Projects in Awesome Lists tagged with boston-housing-price-prediction

A curated list of projects in awesome lists tagged with boston-housing-price-prediction .

https://github.com/rodrigobressan/keras_boston_housing_price

Keras 101: A simple Neural Network for House Pricing regression

boston-housing-price-prediction jupyter-notebook keras model-explanation shap

Last synced: 07 Apr 2025

https://github.com/qin-yu/julia-regression-boston-housing

2018 [Julia v1.0] machine learning (linear regression & kernel-ridge regression) examples on the Boston housing dataset

boston-housing boston-housing-dataset boston-housing-price-prediction introduction julia kernel-ridge-regression linear-regression machine-learning regression supervised-learning

Last synced: 21 Nov 2024

https://github.com/aahouzi/optimization-for-machine-learning

Implementation of 11 variants of Gradient Descent algorithm from scratch, applied to the Boston Housing Dataset.

boston-housing-price-prediction convex-optimization gradient-descent housing-prices machine-learning-algorithms mathematics optimization optimization-algorithms

Last synced: 20 Mar 2025

https://github.com/y-martinez/machine-learning-microservices

Project #4 from the Cloud DevOps Engineer Nanodegree Program - Udacity

boston-housing-price-prediction docker kubernetes machine-learning

Last synced: 26 Dec 2024

https://github.com/geekquad/boston-housing

Evaluating the performance and predictive power of a model. Cross questioned several concepts of ML for better understanding.

boston-housing-price-prediction decisiontreeregressor eda

Last synced: 24 Feb 2025

https://github.com/joelselvaraj/udacity-mlnd-boston_housing

Udacity - Machine Learning Engineer Nanodegree Project - Boston House Price Prediction

boston-housing-price-prediction jupyter-notebook machine-learning python supervised-learning udacity-nanodegree

Last synced: 29 Mar 2025

https://github.com/shikharvaish28/boston-house-prediction

A notebook with core concepts of gradient descent algorithm to predict the prices for houses in Boston

boston-housing-dataset boston-housing-price-prediction gradient-descent jupyter-notebook linear-regression machine-learning-algorithms prediction-model

Last synced: 11 Mar 2025

https://github.com/willie-conway/boston-housing-market-analysis

This repository contains an 📈analysis of the 🏘️Boston Housing Data focusing on the factors influencing housing prices. Using statistical tests and data visualizations, we explore key relationships, including the impact of proximity to the Charles River 🌊, the age of homes 🏡, the NOX concentrations 🧪, and employment center distances 🚗.

analysis anova boston-housing-dataset boston-housing-price-prediction matplotlib nox pandas pearson-correlation python regression-analysis scipy seaborn statsmodels t-test

Last synced: 08 Apr 2025

https://github.com/ltk-mxz/ml

Machine Learning projects !

boston-housing-price-prediction ml price-prediction

Last synced: 01 Apr 2025

https://github.com/juzershakir/predicting_boston_housing_prices

Builded a model to predict the value of a given house in the Boston real estate market using various statistical analysis tools. Identified the best price that a client can sell their house utilizing machine learning.

bias-variance boston-housing-price-prediction data-exploration decision-tree-regression gridsearchcv k-fold machine-learning matplotlib mlfnd model-evaluation model-validation numpy pandas python3 r2-score sklearn supervised-learning udacity-nanodegree

Last synced: 07 Feb 2025

https://github.com/shubhamprajapati7748/end-to-end-house-price-prediction

A machine learning model that accurately predicts housing prices using the Boston Housing dataset by analyzing various house features, and it utilizes a CatBoost model to assist potential buyers or sellers in estimating housing prices.

boston-housing-price-prediction data-analysis data-science-projects machine-learning regression regression-models

Last synced: 14 Mar 2025

https://github.com/sauravwel/boston-housing-price-prediction-using-deep-learning

This project uses deep learning techniques to predict median housing prices in the Boston area using the Boston Housing dataset. The model employs TensorFlow, Keras, and Numpy, with a mean squared error loss function and Adam optimization algorithm. The results show high accuracy.

boston-housing-price-prediction deep deep-learning housing housing-price-prediction housing-prices tensorflow tensorflow-tutorials

Last synced: 07 Apr 2025

https://github.com/josancamon19/boston_housing

Predicting Boston Housing Prices for Udacity Machine Learning Nanodegree

boston-housing-price-prediction machine-learning machine-learning-nanodegree scikit-learn udacity

Last synced: 19 Feb 2025