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Script "mathematical_optimisation_in_ml"

schmittu requested to merge uwe_math_optim_script into master

The script introduces some basic concepts of mathematical optimisation, explains gradient descent and also introduces the use of regularised optimisation in ML.

@chadhat @mikolajr @oschmanf

  • I'm not sure if the full script fits into the available time of the workshop. I had some ideas how to explain the topic in my mind and wanted to write this down.

  • The content could be placed before @mikolajr's introduction into classification methods and also would replace or simplify parts of @chadhat's deep learning scripts.

Feedback is very welcome!

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