About this Course

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Learner Career Outcomes

31%

started a new career after completing these courses

38%

got a tangible career benefit from this course

25%

got a pay increase or promotion
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 56 hours to complete
Russian

Skills you will gain

Python ProgrammingMachine Learning (ML) AlgorithmsMachine LearningPandas

Learner Career Outcomes

31%

started a new career after completing these courses

38%

got a tangible career benefit from this course

25%

got a pay increase or promotion
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 56 hours to complete
Russian

Offered by

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HSE University

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Yandex School of Data Analysis

Syllabus - What you will learn from this course

Content RatingThumbs Up92%(43,428 ratings)Info
Week
1

Week 1

6 hours to complete

Знакомство с анализом данных и машинным обучением

6 hours to complete
6 videos (Total 58 min), 6 readings, 2 quizzes
4 hours to complete

Логические методы классификации

4 hours to complete
4 videos (Total 35 min)
Week
2

Week 2

7 hours to complete

Метрические методы классификации

7 hours to complete
4 videos (Total 34 min)
4 hours to complete

Линейные методы классификации

4 hours to complete
5 videos (Total 31 min)
Week
3

Week 3

11 hours to complete

Метод опорных векторов и логистическая регрессия

11 hours to complete
5 videos (Total 38 min)
4 hours to complete

Метрики качества классификации

4 hours to complete
3 videos (Total 31 min)
Week
4

Week 4

3 hours to complete

Линейная регрессия

3 hours to complete
3 videos (Total 23 min)
3 hours to complete

Понижение размерности и метод главных компонент

3 hours to complete
1 video (Total 14 min)

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