8000 ytian22 (Yu Tian) · GitHub
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  1. Movie-Review-Classification Movie-Review-Classification Public

    Predicted IMDB movie review polarity in Python with GloVe word embedding and XGBoost model.

    Jupyter Notebook 8 2

  2. Street-Parking-Availability-Prediction Street-Parking-Availability-Prediction Public

    Estimated spot availability with machine learning techniques and classification models including Stacking Ensemble, Logistic Regression, Random Forests, and XGBoost.

    2 1

  3. Bike-Share-Demand-Prediction Bike-Share-Demand-Prediction Public

    Predicted Bay Area bike share demand with Spark MLlib and built a pipeline to bridge Amazon S3, MongoDB server, and Spark EC2 cluster for NoSQL data processing.

    Jupyter Notebook 1

  4. Data-Ingestion-Pipeline Data-Ingestion-Pipeline Public

    A web application through Python Flask library to accept, log and process HTTP post requests

    Python 1

  5. Lending-Club-Visualization Lending-Club-Visualization Public

    Designed interactive visualization and provided analysis for Lending Club Loan data.

    CSS 3

0