Data Science using Pandas (from basics) -

Data Science using Pandas (from basics)

IT & Software



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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