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Data Science using Pandas (from basics) Coupon
IT & Software
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[40% Off] Data Science using Pandas (from basics)
Updated: by ghatfanmerie
Duration: 4.5 hours
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Hands-on with Pandas

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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

  • Merge of Dataframes

  • Pivot Table support in Pandas

  • Stack / Unstack support in Pandas

  • Reshape with Pandas

  • Cross Tab with Pandas

  • excel support

  • Time series Support for calendar ( Business Days, Holidays)

  • Time series Support for resampling, indexing time series data


    Hands-on / Practical with various datasets like: stock /share data, weather data etc

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