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Machine learning and data science

6-course specialization by Moskow Institute of Physics and Technology & Yandex on Coursera

Course 2 - Supervised learning

Sample:

  • Linear Regression: Overfitting and Regularization - OverfittingTask.ipynb

Course 3 - Unsupervised learning

Sample:

  • Data visualization - visualization.ipynb

Course 4 - Stats For Data Analysis

Sample:

  • Data Analysis in Credit Scoring Problem - credit_analysis.ipynb

Course 5 - Data Analysis Applications

Sample:

  • Time series forecasting - average_salary.ipynb