About this Course

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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.

Beginner Level

Approx. 5 hours to complete

Russian

Subtitles: Russian

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.

Beginner Level

Approx. 5 hours to complete

Russian

Subtitles: Russian

Offered by

E-Learning Development Fund logo

E-Learning Development Fund

Syllabus - What you will learn from this course

Week
1

Week 1

30 minutes to complete

Вступление

30 minutes to complete
2 videos (Total 5 min), 1 reading
2 videos
Мотивационное видео3m
1 reading
Давайте знакомиться!10m
Week
2

Week 2

1 hour to complete

Модуль 1. Введение в ML

1 hour to complete
4 videos (Total 26 min), 2 readings, 2 quizzes
4 videos
Виды задач машинного обучения7m
CRISP-DM6m
Что еще важно для проектов машинного обучения4m
2 readings
Глоссарий10m
Конспект10m
2 practice exercises
Введение в ML. Проверьте себя
Введение в ML. Тест на оценку
Week
3

Week 3

1 hour to complete

Модуль 2. Управление ML-проектом

1 hour to complete
5 videos (Total 22 min), 2 readings, 2 quizzes
5 videos
При каких условиях ML не работает5m
Чем отличается ML-проект от обычного проекта4m
Инфраструктура и информационная безопасность в ML проектах3m
Где взять данные для проекта по машинному обучению3m
2 readings
Глоссарий10m
Конспект10m
2 practice exercises
Управление ML-проектом. Тренировочный тест
Управление ML-проектом. Тест на оценку30m
Week
4

Week 4

1 hour to complete

Модуль 3. Моделирование

1 hour to complete
4 videos (Total 22 min), 2 readings, 2 quizzes
4 videos
Построение и проверка гипотез5m
Feature engineering6m
Тестирование моделей7m
2 readings
Глоссарий10m
Конспект10m
2 practice exercises
Моделирование. Тренировочный тест
Моделирование. Тест на оценку

Frequently Asked Questions

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

  • You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.

  • Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You’ll be prompted to complete an application and will be notified if you are approved. Learn more.

  • This Course doesn't carry university credit, but some universities may choose to accept Course Certificates for credit. Check with your institution to learn more. Online Degrees and Mastertrack™ Certificates on Coursera provide the opportunity to earn university credit.

More questions? Visit the Learner Help Center.