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1. Buenos-Aires-Houses-Prices-with-Location Buenos-Aires-Houses-Prices-with-Location Public

   This repo contains a Python project that analyzes real estate data from Buenos Aires. It cleans, explores, and models the data to predict apartment prices based on location coordinates (latitude an…

   Jupyter Notebook 1

2. Buenos-Aires-Predicting-Price-with-Neighborhood Buenos-Aires-Predicting-Price-with-Neighborhood Public

   This repo presents a housing price analysis of Buenos Aires neighborhoods. It imports CSV files, extracts neighborhood data, and uses one-hot encoding. Model building tackles overfitting with regul…

   Jupyter Notebook 1

3. Air-Quality-Nairobi-Part-Wrangling-Data-MongoDB- Air-Quality-Nairobi-Part-Wrangling-Data-MongoDB- Public

   This repo showcases MongoDB data retrieval and analysis for air quality monitoring in Nairobi. Utilizing pymongo, it fetches PM2.5 readings from specific sites and aggregates data. Comprehensive ex…

   Python 1

4. Autoregressive-Models- Autoregressive-Models- Public

   This repo implements AR models for air quality forecasting in Nairobi, Kenya. It includes data wrangling, model training, forecasting, and evaluation. Key features comprise time series analysis, mo…

   Python 1

5. Linear-Regression-with-Time-Series-Data Linear-Regression-with-Time-Series-Data Public

   This repo hosts scripts for time series analysis and forecasting of air quality data, specifically focusing on PM2.5 readings in Nairobi. It includes data wrangling, model training (linear regressi…

   Python 1

6. Predicting-Apartment-Prices-in-Mexico-City-MX Predicting-Apartment-Prices-in-Mexico-City-MX Public

   This repo implements a machine learning model to predict real estate prices in Mexico City. It preprocesses data, incorporates one-hot encoding, imputation, and Ridge regression, achieving accurate…

   Jupyter Notebook 1