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Parallelize pandas apply() and map() with Dask DataFrame
Dask, Dask DataFrames, Pandas, pandas DataFrame, Parallelize pandas
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Adi •
Richard Pelgrim •
Coiled Heartbeat: October 2021
Coiled, Dask, Dask on Azure, instance type selection, private docker images, Python
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PyData Global 2021: Top 5 Highlights for the Python, Data Science and Dask Lover
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The Coiled Team •
Pavithra Eswaramoorthy •
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Creating Disk Partitioned Lakes with Dask using partition_on
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Anaconda, Dask, distributed computing, Matthew Rocklin, Peter Wang, Python
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Better Shuffling in Dask: a Proof-of-Concept
Dask, Dask shuffling, DataDrame, DataFrame shuffling, ETL workloads
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Dask, Data Lakes, ETL, PyData, Python, Spark, Spark/Databricks replacement, SQL
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