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datascinotebook's Introduction

Living notebook of my data science and analysis notes

This is not designed to teach, as this assumes advanced understandings of the topics, this serves more as a reference for myself

Stack

  • Python: Great for data manipulation and gathering
    • Pandas: Best library for manipulating data
    • Numpy: Best library for numerical analysis
    • Tensorflow: My prefered neural network library
    • Matplotlib: Prefered plotting library
    • BeautifulSoup: Preferred web scarping library
  • R: Great for data analysis and modeling
    • ggplot: Preferred plotting library
    • flexdashboard: Preferred for R dashboarding
  • Tableau: Preferred dashboarding software
  • PowerBI: Alternative dashboarding software

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