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Regression Models for Structured Data Analysis
I'm seeking a data scientist with expertise in developing and deploying regression models on structured datasets. The project involves extensive data cleaning, preprocessing, and exploratory data analysis (EDA) to ensure high-quality input for modeling. Key Responsibilities: - Handle missing values through deletion - Perform data cleaning and preprocessing - Conduct exploratory data analysis (EDA) The ideal candidate will have experience with: - Feature engineering and dimensionality reduction techniques - Time-series data, text data, and structured datasets - Leveraging tools like Pandas, NumPy, and Scikit-learn You will evaluate models using MSE, MAE, R², and other relevant metrics, ensuring robustness and accuracy. Collaboration with cross-functional teams to integrate mac...