Who is this class for: This course was designed for students with strong mathematical and machine learning background who want to get a different perspective of ML algorithms. Note that this is a very advanced course! You must have strong background in statistics, calculus and linear algebra.

Created by:  Higher School of Economics

Basic Info
Commitment6 weeks of study, 6 hours/week
Hardware ReqAccess to GPUs will be a plus, but you can complete the course without them.
How To PassPass all graded assignments to complete the course.
User Ratings
3.6 stars
Average User Rating 3.6See what learners said

How It Works
Trabajo del curso
Trabajo del curso

Cada curso es como un libro de texto interactivo, con videos pregrabados, cuestionarios y proyectos.

Ayuda de tus compañeros
Ayuda de tus compañeros

Conéctate con miles de estudiantes y debate ideas y materiales del curso, y obtén ayuda para dominar los conceptos.


Obtén reconocimiento oficial por tu trabajo y comparte tu éxito con amigos, compañeros y empleadores.

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 communications, IT, mathematics, engineering, and more. Learn more on www.hse.ru
Comprar curso
Accede a los materiales del curso


Accede a los materiales con calificación


Recibe una calificación final


Obtén un Certificado de curso para compartir


Ratings and Reviews
Rated 3.6 out of 5 of 13 ratings

This course is little difficult. But I could find very helpful.

Also, I didn't find better course on Bayesian anywhere on the net. So I will recommend this if anyone wants to die into bayesian.

This is one of the best courses I've taken from Coursera! Bear in mind that it is an advanced course and requirements are high. So if you're at a graduate student with solid advanced math skills, you can benefit from it. The topics are very important and applicable. I really liked all the explicit and detailed calculations done step by step, though I can guess many would find them boring.

Tough but a must