{"repo":"nathadriele/mlops-zoomcamp-project-paris-price-house","free":true,"listed":false,"github":"https://github.com/nathadriele/mlops-zoomcamp-project-paris-price-house","clone":"git clone https://github.com/nathadriele/mlops-zoomcamp-project-paris-price-house.git","description":"MLOps Paris Housing Price Prediction.","language":"Jupyter Notebook","stars":12,"topics":["anaconda","docker","flask","grafana","jupyter-notebook","matplotlib","mlflow","pandas","prefect","python"],"license":null,"category":"deployment-docker-iac","readme_excerpt":"MLOps Project Property Price Forecast in Paris Deployment URL - https://vercel-app-mlops-zoomcamp-project-paris-price-house.vercel.app. About This project focuses on predicting property prices in the urban environment of Paris based on various characteristics. The primary objective is to provide accurate price estimates for properties using machine learning models, aiding potential buyers, real estate agents, and developers in making informed decisions. The project is part of the MLOps Zoomcamp course by DataTalks.Club, designed to teach practical MLOps skills and methodologies for deploying and managing machine learning models at scale. Project Overview This project aims to predict house prices in the urban environment of Paris using a variety of features. The primary goal is to provide accurate property price estimations through machine learning models. This information will assist potential buyers, real estate agents, and developers in making well-informed decisions. Dataset Description The dataset used in this project consists of synthetic data on house prices in Paris. It includes numeric attributes representing various features of the properties. This dataset is particularly valuable for educational purposes, practice, and gaining knowledge in machine learning and data analysis. The dataset can be found on Kaggle: Paris Housing Price Prediction. Context and Content do Dataset This dataset is created from synthetic data representing house prices in the urban environment ","default_branch":null,"files":null,"tree":[],"storefront":"/r/nathadriele","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/nathadriele/mlops-zoomcamp-project-paris-price-house/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}