About this Course

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Flexible deadlines
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Shareable Certificate
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100% online
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Intermediate Level

Basic experience with binary classification models, statistics and Python

Approx. 20 hours to complete
English

What you will learn

  • Estimating ML models financial impact for binary classification models

  • Design and evaluation of A/B tests

  • Reject inference

Skills you will gain

Model financial impactMetalearningA/B TestingBenefit curve analysis
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Intermediate Level

Basic experience with binary classification models, statistics and Python

Approx. 20 hours to complete
English

Offered by

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HSE University

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

Project valuation: valuation metrics, planning and rules

2 hours to complete
5 videos (Total 40 min), 2 readings, 1 quiz
Week
2

Week 2

6 hours to complete

Model quality and decision making. Benefit curve

6 hours to complete
7 videos (Total 57 min), 1 reading, 3 quizzes
Week
3

Week 3

4 hours to complete

Estimating model risk discounts

4 hours to complete
6 videos (Total 26 min), 1 reading, 2 quizzes
Week
4

Week 4

4 hours to complete

A/B testing and financial result verification

4 hours to complete
6 videos (Total 35 min), 1 reading, 2 quizzes

Frequently Asked Questions

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