OlgaMango / ML-DA-Coursera-Yandex-MIPT

Machine Learning and Data Analysis Coursera Specialization from Yandex and MIPT

Machine Learning and Data Analysis Coursera Specialization from Yandex and MIPT (Специализация Машинное обучение и анализ данных)

https://www.coursera.org/specializations/machine-learning-data-analysis

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Please make homeworks by your own and look in this repository only when you've already done the assignments. Anyway, it is in your interests if you really want to learn something.

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1 Mathematics and Python (Математика и Python для анализа данных)

• Homework
• Lectures notebooks
• Interesting resources

2 Supervised learning (Обучение на размеченных данных)

• Homework
• Lectures notebooks
• Interesting resources

3 Unsupervised learning (Поиск структуры в данных)

• Homework
• Lectures notebooks

4 Stats for data analysis (Построение выводов по данным)

• Homework
• Lectures notebooks
• Interesting resources

5 Data analysis applications (Прикладные задачи анализа данных)

• Homework
• Lectures notebooks
• Interesting resources

6 Data analysis project (Анализ данных: финальный проект)

• Web-user identification through webpage session tracking
• NYC taxi time series prediction (planned to be done)

Certificates (Сертификаты)