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Tianyi Fang joyceft

Graduated as a MS in IE and Applied Statistic in Purdue University, I am currently working as a DS in healthcare industry and keep learning ML techniques.

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  1. Basic Concept, algorithm study of data analysis&science

    HTML

  2. Learning algorithm with Python

    Jupyter Notebook

  3. R for Computational Statistics, data analysis

    R 1

  4. Projects for Data Analysis(Python: Pandas, Numpy, Sklearn, R: ggplot, Shiny)

    Jupyter Notebook 1

  5. MusicBox user behavior(play, download, search) analysis and churn prediction(Python, Spark)

    Jupyter Notebook

  6. Case Study of Data Analysis in multiple real-world problems

    Jupyter Notebook 1