About this Course

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Learner Career Outcomes

75%

started a new career after completing these courses

65%

got a tangible career benefit from this course
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.
Advanced Level
Approx. 44 hours to complete
Russian

Skills you will gain

Data ScienceMachine LearningVowpal WabbitData Visualization (DataViz)

Learner Career Outcomes

75%

started a new career after completing these courses

65%

got a tangible career benefit from this course
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.
Advanced Level
Approx. 44 hours to complete
Russian

Offered by

Placeholder

Moscow Institute of Physics and Technology

Placeholder

Yandex

Placeholder

E-Learning Development Fund

Syllabus - What you will learn from this course

Week
1

Week 1

1 hour to complete

Неделя 1

1 hour to complete
2 readings
2 readings
Обзор проектов10m
Как это работает?10m
1 practice exercise
Выбор проекта30m
9 hours to complete

Неделя 1: Lesson Choices

9 hours to complete
5 videos (Total 58 min), 3 readings, 4 quizzes
5 videos
Чтение данных из файлов11m
Запись файлов, изменение файлов8m
Pandas. Data Frame11m
Pandas. Индексация и селекция13m
3 readings
Общее описание проекта "Идентификация интернет-пользователей"10m
Прогнозирование оттока пользователей телекоммуникационной компании10m
Жёлтое такси в Нью-Йорке10m
Week
2

Week 2

8 hours to complete

Неделя 2: Lesson Choices

8 hours to complete
3 videos (Total 25 min)
3 videos
Биномиальный критерий для доли7m
Доверительные интервалы на основе бутстрепа8m
Week
3

Week 3

4 hours to complete

Неделя 3: Lesson Choices

4 hours to complete
2 videos (Total 18 min)
2 videos
Визуализация данных в sklearn12m
Week
4

Week 4

6 hours to complete

Неделя 4: Lesson Choices

6 hours to complete

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About the Машинное обучение и анализ данных Specialization

Машинное обучение и анализ данных

Frequently Asked Questions

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