Learner Reviews & Feedback for Mathematics for Machine Learning: Multivariate Calculus by Imperial College London
About the Course
Top reviews
TK
Apr 2, 2018
Just a great course for getting you ready to understand machine learning algorithms. The chapter on backpropagation is simply outstanding and the programming assignments are awesome!
DS
Apr 27, 2020
I am happy see that how the simple concepts of calculus can be helpful in answering the machine learning problem. Instructors are very professionals and did full justification with the course.
276 - 300 of 1,017 Reviews for Mathematics for Machine Learning: Multivariate Calculus
By Rehan U
•Apr 1, 2020
Mr. Sam Cooper and Mr. DavidDye's teaching are Simply awesome. Looking Forward to completing this specialization. ❤ from India.
By Vijayakumar
•May 19, 2020
Thank you professors for your nice explanation. I hope to see you again with in depth of machine learning and neural networks.
By Manhal R
•Jun 2, 2020
An amazing refresher for those who have already done. It took me less than a day to go through it and finish the assignments.
By Charles K
•Apr 7, 2020
Really great course, well-organized, great instructors, challenging. Only issue is that the pace of the course is super fast.
By Dhritiman S
•Nov 29, 2019
The course was excellent. I only wish the final few lessons covered Matrix equations for linear and non-linear least squares.
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 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 S. M N H
•Sep 26, 2025
This course changes my thinking. It is a very fantastic course. Thanks to all instructors for their intuitive lectures.
By Aníbal G G
•Jun 21, 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 17, 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 10, 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 17, 2021
A good introduction about gradient descent, theoretical and programming in python in a basic but interesting level.
By Rajesh S K T
•Jun 23, 2020
Very nice course!! Multivariate calculus application towards machine learning is
amazingly tailored !!! Good one!!!