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Advanced Pandas

Feb 01, 2021 • Brett Vanderblock

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About this course

Learn the advanced functions in pandas that can help you more effectively work with your data.



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Take pandas to the next level

44s
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Getting started with pandas

1m 16s
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Intro to DataFrames using pandas

2m 31s
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Top functions using pandas

3m 36s
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Configuring options using pandas

1m 46s
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Data type conversions using pandas

2m 31s
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Working with strings using pandas

2m 28s
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Working with dates using pandas

3m 8s
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Dealing with missing data using pandas

4m 9s
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Apply/Map/Applymap

3m 32s
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Groupby and aggregations using pandas

3m 28s
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Reshaping dataframes (pivot, stack)

5m 53s
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Merging (merge, join) and concatenating (concat) dataframes

5m 13s
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Mapping variables into groups

3m 29s
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Plotting with pandas

4m 10s
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Correlations and statistical functions

4m 23s
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Accelerate EDA with pandas-Profiling

3m 50s
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Explore Geographic data with Geopandas

2m 57s
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Beyond pandas with Dask and Koalas (Spark)

2m 38s
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Your path forward using advanced pandas functions

48s