About this Course
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Flexible deadlines

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Advanced Level

Approx. 19 hours to complete

Suggested: 5 weeks of study, 3-5 hours/week...

English

Subtitles: English, Korean

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Advanced Level

Approx. 19 hours to complete

Suggested: 5 weeks of study, 3-5 hours/week...

English

Subtitles: English, Korean

Syllabus - What you will learn from this course

Week
1
4 hours to complete

Introduction into particle physics for data scientists

4 videos (Total 45 min), 1 reading, 1 quiz
1 reading
Lecture slides10m
Week
2
5 hours to complete

Particle identification

7 videos (Total 62 min), 1 reading, 2 quizzes
7 videos
Calorimeters11m
Muon system8m
Machine learning in particle identification6m
Uniform classifiers12m
1 reading
Lecture slides10m
1 practice exercise
Particle identification quiz20m
Week
3
7 hours to complete

Search for New Physics in Rare Decays

4 videos (Total 41 min), 1 reading, 1 quiz
4 videos
Data vs Simulation Agreement5m
1 reading
Lecture slides10m
Week
4
4 hours to complete

Search for Dark Matter Hints with Machine Learning at new CERN experiment

5 videos (Total 41 min), 1 reading, 1 quiz
1 reading
Lecture slides10m
4.4
5 ReviewsChevron Right

Top reviews from Addressing Large Hadron Collider Challenges by Machine Learning

By WXOct 17th 2018

nice starting point for graduate students or senior undergraduate students who want to dig deeper in this direction

Instructors

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Andrei Ustyuzhanin

Head of Laboratory for Methods of Big Data Analysis
HSE Faculty of Computer Science
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Mikhail Hushchyn

Researcher at Laboratory for Methods of Big Data Analysis
HSE Faculty of Computer Science

About National Research University Higher School of Economics

National Research University - Higher School of Economics (HSE) is one of the top research universities in Russia. Established in 1992 to promote new research and teaching in economics and related disciplines, it now offers programs at all levels of university education across an extraordinary range of fields of study including business, sociology, cultural studies, philosophy, political science, international relations, law, Asian studies, media and communicamathematics, engineering, and more. Learn more on www.hse.ru...

About the Advanced Machine Learning Specialization

This specialization gives an introduction to deep learning, reinforcement learning, natural language understanding, computer vision and Bayesian methods. Top Kaggle machine learning practitioners and CERN scientists will share their experience of solving real-world problems and help you to fill the gaps between theory and practice. Upon completion of 7 courses you will be able to apply modern machine learning methods in enterprise and understand the caveats of real-world data and settings....
Advanced Machine Learning

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 enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. 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.

More questions? Visit the Learner Help Center.