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  1. ML_Data_Analaysis_MFTI_course1 ML_Data_Analaysis_MFTI_course1 Public

    Math and Python for data analysis. Python libraries and linear algebra

    HTML

  2. ML_Data_Analaysis_MFTI_course_2_supervised_learning ML_Data_Analaysis_MFTI_course_2_supervised_learning Public

    Jupyter Notebook

  3. ML_Data_Analaysis_MFTI_course_3_unsupervised_learning ML_Data_Analaysis_MFTI_course_3_unsupervised_learning Public

    Unsupervised learning. Clustering. Dimension reduction and matrix decompositions. Visualisation and anomalies' search. PCA. Thematic modelling.

    Jupyter Notebook

  4. ML_Data_Analaysis_MFTI_course_4_stats_for_data_analysis ML_Data_Analaysis_MFTI_course_4_stats_for_data_analysis Public

    Jupyter Notebook

  5. ML_Data_Analaysis_MFTI_course_5_applied_task_data_analysis ML_Data_Analaysis_MFTI_course_5_applied_task_data_analysis Public

    Course 5 ML and Data science. Applied task data analysis.

    Jupyter Notebook

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