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Voltar para Calculus and Optimization for Machine Learning

Comentários e feedback de alunos de Calculus and Optimization for Machine Learning da instituição National Research University Higher School of Economics

4.0
estrelas
46 classificações
9 avaliações

Sobre o curso

Hi! Our course aims to provide necessary background in Calculus sufficient for up-following Data Science courses. Course starts with basic introduction to concepts concerning functional mappings. Later students are assumed to study limits (in case of sequences, single- and multivariate functions), differentiability (once again starting from single variable up to multiple cases), integration, thus sequentially building up a base for the basic optimisation. To provide an understanding of the practical skills set being taught, the course introduces the final programming project considering the usage of optimisation routine in machine learning. Additional materials provided during the course include interactive plots in GeoGebra environment used during lectures, bonus reading materials with more general methods and more complicated basis for discussed themes....

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1 — 9 de {totalReviews} Avaliações para o Calculus and Optimization for Machine Learning

por Francesco R

Feb 22, 2020

Atrocious experience with the answers parser in the mandatory quizzes.

por Noel L

Apr 11, 2020

Informative but approach employed to teach material was somewhat abstract.

por Roger S

Feb 16, 2020

I am sorry to point this out but this is course is my most frustrating Coursera expierience until now. The content is quite high level and requires a quite solid mathematical background. Unfortunately the lecturer's language and presentation capabilities are so poor that I found it really hard and sometimes impossible to follow the content.

por k v r

Apr 12, 2020

very poor presentation

por wonseok k

Mar 23, 2020

good course and lecturer.

it is nightmarish that there are no more his courses currently.I'll be waiting for his new courses.

good contents.

but somewhat challenging(especially for last programming assignment)

good peers(hints from forum is not a direct answer but very useful)

por Cristian B

May 11, 2020

A really good course for refreshing basic math and understanding the reason why Gradient Descent is used

por Pascal P

Feb 24, 2020

Good introduction, effective as a refresher.

por Enrique G F

May 04, 2020

Many of the subjects were not presented as clear as some of the subjects, in other courses for the same specialization

por Nicat Q E

May 04, 2020

çox pis