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Tom Augspurger

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Introduction to pandasPyData New York City 20192019-11-04
This tutorial is a hands on introduction to pandas. pandas is a fast, powerful, flexible and easy to use data analysis and manipulation tool, built on top of…
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Scalable Machine Learning with DaskPyData New York City 20192019-11-04
Dask scales NumPy, pandas and scikit-learn onto a cluster so code stays familiar while data and compute move out of core; examples include a cluster of 100…
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Mind the Gap! Bridging the pandas – scikit learn dtype dividePyData Chicago 20162016-08-26
Claim is that pandas holds labeled, heterogeneous, messy tabular data while scikit-learn expects homogeneous NumPy arrays, and that mismatch breaks workflows…
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Pandas: .head() to .tail()PyData Chicago 20162016-08-26
Hands-on pandas tutorial that actually shows what is done: cloning the GitHub repo, running Jupyter notebooks, using pandas data structures and NumPy…
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