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Programming assignments for Machine Learning for Data Analysis online course specialization by Yandex and MIPT on Coursera

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mlda-course

This repo contains programming assignments I've done for Machine Learning for Data Analysis online course specialization.

The assignments are split by courses. In each course IPython notebooks're in chronological order, but also provided with some prefix, like w2a or w1p, which means # of week and kind of notebook. There're 2 kinds of notebooks:

  • p - practice, which is corresponding to notebooks from practical lectures with Emely - they don't contain any assignments.
  • a - assignment, which is corresponding to notebooks with assignments.
  • ext - some notebooks are just my Kaggle practice, i.e. aren't from the courses, so I marked them as extra.

The input data for notebooks is stored in data/ subfolder of each course and output is in out/ subfolder.

All notebooks are Python 3 compatible.

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Programming assignments for Machine Learning for Data Analysis online course specialization by Yandex and MIPT on Coursera

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