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project-parkinsons-disease-classification
project-parkinsons-disease-classification PublicReviewing the algorithms of popular classifiers in details and demonstrating the application with scikit-learn package with standardization and PCA to improve prediction performance.
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project-spam-detection-and-pyspark-streaming
project-spam-detection-and-pyspark-streaming PublicUsing 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.
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data-analysis-with-python
data-analysis-with-python PublicA collection of Python coding works for data analysis topics using analytics packages, including Numpy, Pandas, Matplotlib, and Seaborn.
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project-house-price-prediction
project-house-price-prediction PublicProviding 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
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project-AAA-northeast-member-clustering
project-AAA-northeast-member-clustering PublicUsing predicted probabilities of purchasing AAA's financial products to recommend product strategy by market segmentation and projection of potential opportunities
Jupyter Notebook 1
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tableau-server-rest-api-and-hyper-api-use-cases
tableau-server-rest-api-and-hyper-api-use-cases PublicThis repository stores scripts I created for actual business scenarios using Tableau Server REST API and Hyper API in Python.
Python 1
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