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Course Mathemathical Foundations of Machine Learning in MIPT, 2021

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Math_in_ML

Course Mathemathical Foundations of Machine Learning in MIPT, 2021-22

Semester 1

  1. Report about classification task - Breast Cancer Data Set
  2. Notebook for Kaggle competition - synthetic classification task

Semester 2

  1. CNN, LSTM, AE, VAE, Image Captioning
  2. Fasttext, doc classifiaction

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Course Mathemathical Foundations of Machine Learning in MIPT, 2021

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