DP
Nov 26, 2018
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
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.
By Gergő G
•May 1, 2019
Very good course on basic mathematics for machine learning. Good examples, some homework and very enthusiastic professors :)
By Liam F
•Mar 24, 2019
Very well put together, a bit difficult in certain sections but all mysteries can be unraveled by a quick google. Thank you!
By Miguel C
•Jun 26, 2020
I "must-have" course if you want to get (or refresh) concepts on Calculus that are fundamental to understand how ML works.
By Zahi F
•Apr 7, 2020
Very interesting and even though there are some difficult theories to understand, the instructors made things really easy.
By Rashmi P
•Nov 15, 2022
I have learnt the applied mathematics portion of calculus. And it will be really helpful for further strengthen my skill.
By Lijie Y
•Jan 6, 2022
I think this course is really aiming at algorithm that can be applied in machine learning, which is to me very practical.
By Mufassir A
•Jan 20, 2025
Exceptionally Great Course. Course content is delivered clearly. It was challenging also but I was able to follow along.
By Yang Q
•Apr 3, 2021
I think a very good course to review multi-variate calculus. Lectures are based on high-level concepts, which are great.
By Suraj S K
•May 19, 2020
Very enthusiastic professors and a beautiful approach to learn some of the applications of Calculus in Machine Learning.
By Deleted A
•Aug 14, 2019
Efficient tutors who were able to inculcate interest in me towards finding out the roots of machine learning algorithms.
By Aníbal G G
•Jun 22, 2020
Amazing course. Simply amazing. The way the topics are explained makes fall in love with math (if you haven't already).
By Sumith N
•Oct 9, 2019
Really Challenging courses. The Last three weeks were really difficult to complete but it really gave some detail idea.
By Vibhutesh K S
•May 18, 2019
I think neural networks was unnecessary. It was very concise to understood by anybody without prior knowledge about it,
By Rong D
•Sep 5, 2018
Totally like it!!!! Really fundamental and both of the two lecturers have made every important key points quite clear.
By James A P J
•May 11, 2021
Concise overview of key aspects of multi-variate calculus. A useful intro to applying calculus to machine learning.
By Henok T
•Oct 17, 2020
Very clear videos, awesome exercises, great instructors. A must have for anyone interested in Ml and math in general.
By Mithun B
•Oct 15, 2018
Really liked the course. If there are more of neural network course that Imperial College can come up would be best.
By Nils E
•Mar 31, 2024
The course is excellent! It is very well structured and the professors are excellent at conveying complex concepts.
By Jose G G M
•Apr 18, 2021
A good introduction about gradient descent, theoretical and programming in python in a basic but interesting level.
By Rajesh S K T
•Jun 24, 2020
Very nice course!! Multivariate calculus application towards machine learning is
amazingly tailored !!! Good one!!!
By KAMASANI V R
•Jun 19, 2020
This course helped me in learning key concepts of calculus like gradient, gradient descent, jacobian, hessaine etc.
By sameen n
•Feb 22, 2019
It us good course and gave me basic understanding of multivariate calculus. It provide insight of gradient descent.
By Imran S
•Dec 2, 2018
Well explained and I would say also https://www.mathsisfun.com/algebra/taylor-series.html to get some more details.
By Bruno G
•Jul 6, 2020
Nice course, but you should check the english subtitles, they are wrong 5% of the time and also have grammar typos
By Andrés A G R
•Mar 25, 2020
Excelente curso, su fortaleza radica en la claridad de las explicaciones y en la forma en que aplica los conceptos