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.
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.
by Tanuj J•
Jan 19, 2019
Topics need to be covered more in depth. Too much information packed into this course. Instructor's explanations are also not clear most of the time. It will be hard to follow this course if you don't have some background with calculus.
Mar 31, 2019
Some errors confused many students. And they are remained unfixed.
by Valeria B•
Jun 17, 2019
The first part of the course is fine. Towards the end, lots of interesting concepts explained too quickly. I'd rather have more detailed explanations, especially about linear and non-linear regression.
The examples are quite good.
by Marc P•
Apr 28, 2019
The course is led by two instructor and my ratings is an average of the two performances. The videos in week 1 to 4 are absolutely outstanding and a pleasure to follow. The ones in week 5 and 6 are ok but not great. The use of quizzes and coding assignments throughout the course is very engaging and of great use for retention and application of the learned subjects.
by João C L S•
Apr 17, 2019
I liked the course specially because I finally understood Backpropagation, an old frustration from Andrew Ng's Machine Learning course. It covers the main topics for Mathematics for Machine Learning as promised. Two weak points: (1) the Newton-Raphson convergence problems, superficially covered in the lectures, but has a challenging test, no forum support, no other source indicated for helping us. (2) The forum is abandoned. I've set two problems, one of them about an error in a lecture and the second about the problem with Newton-Raphson lecture. No responses from the lecturers or mentors.
by Andrii S•
Jan 20, 2019
by Nushaine F•
Jul 18, 2019
This is my first time learning calculus (I'm a 16 y/o high-school sophomore), and I'm satisfied with this course. The instructors were great, and the assignments are awesome.
If I would suggest one improvement, it would be to give more examples in the lectures. Some lectures were packed with examples, and some had none at all. I had to often refer to Khan Academy and YouTube to learn the concepts which the instructors did not provide an example for. (Especially in Week 4). Sometimes this would frustrate me because it would take me hours to grasp a concept.
Having said this, this course is for you if: (1) - you want a refresher on fundamental calculus concepts that relate to machine learning, or (2) - if you want to learn calculus for the first time, and you have a strong desire to learn these concepts. But no matter what, DON'T GIVE UP and don't stop until you've completed the course.
I hoped this has helped and good luck on your ML journey!
by Shubham T•
Jul 18, 2019
Great course. It provides good insights on Calculus used in Machine Learning.
by Eric G•
Jul 17, 2019
A brief but also very in-depth course
by Alkis G•
Jul 14, 2019
There is a decent space for course improvement.
by Nitish K T•
Jul 12, 2019
Very relevant course. It was very helpful to me.
by Fang Z•
Jul 11, 2019
I really love Samuel's teaching style. He strived to make people understood by showing a lot of graph and I can easily follow him step by step. However, David's teaching I couldn't follow up his mind much maybe because less explanations given during the lecture.
In addition, I found some quiz have huge amount of calculated amount which I really spent a lot time to verify the answer.
Finally, I hope more detailed explanations could be given if I made mistakes in some quiz so I could boost what I've learned so far.
by Manjunath H•
Jul 10, 2019
Very organised. Assignments are great to practically apply the concepts into practice.
by Chikako M•
Jul 09, 2019
Feedback on assessment could be improved, and there could be more practice questions relevant to the final assessments
by Andrew L•
Jul 06, 2019
Amazing as usual. Very clear and highly engaging content. Thank you so much!
by Jafed E•
Jul 06, 2019
I enjoy the lectures. The professor has a good speaking and teaching style which keeps me interested. Lots of concrete math examples which make it easier to understand. Very good slides which are well formulated and easy to understand
by Sunil M•
Jul 04, 2019
Very good course
by gaurav k•
Jul 03, 2019
well explained details on Calculus
by Khandakar A H•
Jul 02, 2019
This course was amazing for me . I've learnt both the use of calculus and coding with it . now I can better understand mathematical tools and it's use.
Jun 30, 2019
quite challenging. when get confused dont give up; look for other sources for explanations. great course.
by shubham m•
Jun 27, 2019
good introductory course
by Narayan B•
Jun 25, 2019
good mathematics course, but the things and concepts are explained in a very abstract way. Need to think a lot on your own while solving the quizzes as the videos are not going to help. Most of the concepts i learnt were from the quizzes rather than the videos
Jun 23, 2019
week 6 content is not clear at least for me .
by Mattia P•
Jun 22, 2019
Great content, amazing lecturers...just brilliant. Well done Imperial.
Jun 21, 2019