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* 2024 (Please contact us if you would like to help to process the videos): `Videos <https://www.youtube.com/playlist?list=PLZLVmS9rf3nMWEKWtagJ6h0q9BrFO49tn>`__
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.. csv-table::
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60 min ; :doc:`numpy` or :doc:`numpy-advanced`
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60 min ; :doc:`pandas`
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30 min ; :doc:`xarray`
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60 min ; :doc:`data-visualization`
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60 min ; :doc:`plotting-matplotlib`
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60 min ; :doc:`plotting-vega-altair`
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30 min ; :doc:`work-with-data`
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60 min ; :doc:`scripts`
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40 min ; :doc:`profiling`
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15 min ; :doc:`scipy`
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30 min ; :doc:`libraries`
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45 min ; :doc:`parallel`
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30 min ; :doc:`dependencies`
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45 min ; :doc:`dependencies`
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30 min ; :doc:`binder`
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60 min ; :doc:`packaging`
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@@ -96,7 +100,8 @@ to learn yourself as you need to.
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numpy-advanced
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pandas
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xarray
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data-visualization
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plotting-matplotlib
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plotting-vega-altair
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work-with-data
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scripts
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profiling
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========
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* `High Performance Data Analytics in Python
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<https://enccs.github.io/HPDA-Python/>`__ is a logical follow-up to
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<https://enccs.github.io/hpda-python/>`__ is a logical follow-up to
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this lesson that goes more in-depth to tools of high-performance
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