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with Brett Vanderblock
Learn the advanced functions in pandas that can help you more effectively work with your data.
Take pandas to the next level
Getting started with pandas
Intro to DataFrames using pandas
Top functions using pandas
Configuring options using pandas
Data type conversions using pandas
Working with strings using pandas
Working with dates using pandas
Dealing with missing data using pandas
Apply/Map/Applymap
Groupby and aggregations using pandas
Reshaping dataframes (pivot, stack)
Merging (merge, join) and concatenating (concat) dataframes
Mapping variables into groups
Plotting with pandas
Correlations and statistical functions
Accelerate EDA with pandas-Profiling
Explore Geographic data with Geopandas
Beyond pandas with Dask and Koalas (Spark)
Your path forward using advanced pandas functions