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    Back to Mathematics for Machine Learning: Multivariate Calculus

    Learner Reviews & Feedback for Mathematics for Machine Learning: Multivariate Calculus by Imperial College London

    Filled StarFilled StarFilled StarFilled StarHalf Faded Star
    4.7
    stars
    5,701 ratings

    About the Course

    This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the
    very beginning with a refresher on the “rise over run” formulation of a slope, before converting this to the formal definition of the gradient of a
    function. We then start to build up a set of tools for making calculus easier and faster. Next, we learn how to calculate vectors that point up hill
    on multidimensional surfaces and even put this into action using an interactive game. We take a look at how we can use calculus to build
    approximations to functions, as well as helping us to quantify how accurate we should expect those approximations to be. We...
    ...

    Top reviews

    DP

    Nov 26, 2018

    Filled StarFilled StarFilled StarFilled StarFilled Star

    Great course to develop some understanding and intuition about the basic concepts used in optimization. Last 2 weeks were a bit on a lower level of quality then the rest in my opinion but still great.

    JT

    Nov 13, 2018

    Filled StarFilled StarFilled StarFilled StarFilled Star

    Excellent course. I completed this course with no prior knowledge of multivariate calculus and was successful nonetheless. It was challenging and extremely interesting, informative, and well designed.

    Filter by:

    876 - 900 of 1,012 Reviews for Mathematics for Machine Learning: Multivariate Calculus

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    By ADITYABAAN T (

    •

    Dec 23, 2024

    The linear regression part needs a lot much improvements along with an improvement in assignments.

    Filled StarFilled StarFilled StarFilled StarStar

    By Sedka I

    •

    Nov 4, 2021

    It is a great course But the English accent of the bald teacher is very difficult to understand

    Filled StarFilled StarFilled StarFilled StarStar

    By AKASH C

    •

    Jun 15, 2020

    this course is not for beginners but some good concepts are there which was needed for progress

    Filled StarFilled StarFilled StarFilled StarStar

    By Tiantang S

    •

    Nov 13, 2024

    Overall it's a good course but I feel some details were missing towards the end of the course.

    Filled StarFilled StarFilled StarFilled StarStar

    By OK

    •

    May 21, 2018

    Not enough detail in the explanations and little to no instructor participation in the forums.

    Filled StarFilled StarFilled StarFilled StarStar

    By Srinivas A

    •

    Jul 25, 2020

    Topics are taught well for most part but there needs to be more help on answering questions.

    Filled StarFilled StarFilled StarFilled StarStar

    By José D

    •

    Oct 18, 2018

    Very instructive, good refresher of multivariate calculus in the context of machine learning

    Filled StarFilled StarFilled StarFilled StarStar

    By Sourav K B

    •

    Jan 23, 2020

    A nice tour of multi-variate calculus starting from basics. Good for initial understanding.

    Filled StarFilled StarFilled StarFilled StarStar

    By Davide F

    •

    Sep 12, 2019

    Some complex topics were explained a bit too fast. The course on Linear Algebra was better.

    Filled StarFilled StarFilled StarFilled StarStar

    By J N B P

    •

    Aug 19, 2020

    Good for those who already know a lit bit of Calculus, beginners might feel it difficult.

    Filled StarFilled StarFilled StarFilled StarStar

    By Sharad K L

    •

    Mar 18, 2020

    It is hard course and time required is much more than estimated time given in the course

    Filled StarFilled StarFilled StarFilled StarStar

    By tishat a

    •

    Apr 23, 2020

    Very helpful to understand the topics.But last two weeks was a bit tough to understand.

    Filled StarFilled StarFilled StarFilled StarStar

    By Jue C

    •

    Oct 26, 2020

    The last module is quite fast and ambiguous, but besides that, everything is perfect.

    Filled StarFilled StarFilled StarFilled StarStar

    By Styven G A

    •

    Dec 14, 2019

    un enfoque interesante, un buen repaso de matemáticas y una excelente apacibilidad.

    Filled StarFilled StarFilled StarFilled StarStar

    By Suraj S

    •

    May 3, 2020

    Week 6 was not easy for a complete beginner, but all the other weeks were amazing.

    Filled StarFilled StarFilled StarFilled StarStar

    By Eduardo A G M

    •

    Oct 10, 2021

    The materials reviewed are excellent, but the time for each one wasn't enought

    Filled StarFilled StarFilled StarFilled StarStar

    By Mohit P

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    May 9, 2020

    The practice quize should be more along with detailed explanation of the topic

    Filled StarFilled StarFilled StarFilled StarStar

    By Elif A

    •

    Mar 16, 2021

    The content is short, clear and enough. It is the right choice for beginners.

    Filled StarFilled StarFilled StarFilled StarStar

    By Moreno C

    •

    Feb 15, 2020

    Good introductory course to develop an intuition of multivariate calculus.

    Filled StarFilled StarFilled StarFilled StarStar

    By vignesh n

    •

    Sep 12, 2018

    It was a good course compared to other two courses of this specialization.

    Filled StarFilled StarFilled StarFilled StarStar

    By Bernard B

    •

    May 25, 2020

    Nice introductory course. Week 5 and 6 felt rush other than that 5 stars!

    Filled StarFilled StarFilled StarFilled StarStar

    By Clayton A

    •

    Jul 22, 2019

    teachers are awesome but the last notebook needs a little work i believe.

    Filled StarFilled StarFilled StarFilled StarStar

    By yomna

    •

    Feb 7, 2021

    The lectures in week 6 are very summarized and some parts were not clear

    Filled StarFilled StarFilled StarFilled StarStar

    By HAMZA T

    •

    Jul 26, 2021

    The course is good but i think extra reading material must be provided

    Filled StarFilled StarFilled StarFilled StarStar

    By 2K18/CO/166 K R

    •

    Oct 27, 2020

    It is a great course and i learnt a lot of cool stuff in this course.

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