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  1. project-parkinsons-disease-classification project-parkinsons-disease-classification Public

    Reviewing the algorithms of popular classifiers in details and demonstrating the application with scikit-learn package with standardization and PCA to improve prediction performance.

    Jupyter Notebook 5 1

  2. project-spam-detection-and-pyspark-streaming project-spam-detection-and-pyspark-streaming Public

    Using PySpark to develop an application that runs on HDFS and connects through flume for real-time spam detection, with a focus on Naive Bayes classifier and a discussion on its algorithm.

    Jupyter Notebook 4 5

  3. data-analysis-with-python data-analysis-with-python Public

    A collection of Python coding works for data analysis topics using analytics packages, including Numpy, Pandas, Matplotlib, and Seaborn.

    Jupyter Notebook 1 1

  4. project-house-price-prediction project-house-price-prediction Public

    Providing a thorough review on algorithms of popular regression and ensemble models and applying the models by scikit-learn package with grid search for parameter-tuning to build the best model.

    Jupyter Notebook 1

  5. project-AAA-northeast-member-clustering project-AAA-northeast-member-clustering Public

    Using predicted probabilities of purchasing AAA's financial products to recommend product strategy by market segmentation and projection of potential opportunities

    Jupyter Notebook 1

  6. aws-cloud-practitioner-and-aws-machine-learning-specialty aws-cloud-practitioner-and-aws-machine-learning-specialty Public

    Notes taken when learning AWS services to pass AWS Cloud Practitioner and AWS Certified Machine Learning - Specialty exams

    Jupyter Notebook 1