This video shows some of the features available for scientific computing in Python, using IPython together with the well known libraries pandas, numpy and matplotlib alongside others to perform data analysis and other interesting activities.
Even though it is not very hands on, and not very technical, it might be worth watching for the overall content and to see some of the examples shown, which show the capabilities and the extent in which Python and its ecosystem are capable of.
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