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nyc-taxi-trip-dataset

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jarvismayur / Predictive-Model-over-NYC-Taxi-Trip--Dataset

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Analyzes the NYC Taxi Trip dataset using Exploratory Data Analysis (EDA) and evaluates various machine learning models to predict taxi trip outcomes, including trip duration and fare amount. Models like Linear Regression, Decision Trees, and Random Forests are implemented and compared based on performance metrics.

python data-science machine-learning random-forest linear-regression scikit-learn exploratory-data-analysis eda pandas data-visualization decision-trees predictive-modeling knn gradient-boosting regression-analysis k-nearest-neighbors nyc-taxi-trip-dataset
  • Updated Sep 20, 2024
  • Jupyter Notebook

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