[Free] Data Science using Pandas (from basics)

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[Free] Data Science using Pandas (from basics)

27 Dec , 2020  




Description

The following topics are covered:

  • What is Data Science
  • How to get (real) stock data , how to plot data in Jupyter
  • SQL and MySQL interaction using Pandas
  • read csv file and do various operations. Stocks data is considered as example
  • write csv file and associated operations
  • Handling missing data, Data filtering / Wrangling using Pandas
  • Group by support in Pandas
  • Concat support in Pandas

Some Idea of:

  • Merge
  • Pivot
  • Reshape
  • Stack / Unstack
  • Cross Tab
  • xlsx support

 

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