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.

Review course for multivariate calculus and basic optimization method used for curve fitting. Suggest to provide more hint for programming assignment.

The best calculus lectures so far. It really helps you o dive into the concepts of calculus used in machine learning and covers every core concepts .

Very well explained. Very nice summary of main concepts in a short course. Lots of examples to help doing the exercises, which gave a good practice.

A very good course to understand the role of Calculus in various fields. Concepts were explained in a precise manner with interesting illustrations.

Nice course with very clear explanation of the mathematics required for ML. The coding exercises are very immersive and the results are satisfying.

I had very good experience learning this course. I have learnt the real life application of calculus. The explanation of each videos was very good.

Great course, very good introduction into calculus for ML. Great explanation of neural networks and math used for them. A bit tricky last 2 weeks.

An intuitive introduction to multivariate calculus and its applications in Machine Learning - the perfect course for a budding computer scientist.

I benefitted a lot from this course. I liked the fast pace and feel that I understand the math behind the machine learning algorithms better now.

one of the best courses I have ever had.

thanks to instractors and Imperial College London

thanks so much for that specilization it helped me alot

Excellent class! I feel like I finally understand calculus after all the rote memorization I had in my high school and college calculus courses.

Mr. Sam Cooer and Mr. David dye made things very simple to learn. However, inclusion of some more numerical methods can make this course ideal!

That's some excellent course to take for! Awesome explanations for the concepts and I strongly recommend khan academy for further explanations.

Just Brilliant!!! Very well structured with very clear assignments. Doing the assignments is a must if you want to get clarity on the subject.

The course is a very concise and excellent introduction to the calculus necessary. It answers a lot of questions with respect to optimization.

Exceptional insights regarding the calculus aspect of machine learning. The way concepts are explained by the teachers is simply astonishing.

This is one of three course in Mathematics for ML, it'll give you intuition for understand the true meaning of ML/DL/AI , it's all about math

LOVE IT LOVE IT LOVE IT Thank you everyone from Imperial and all sponsors for making this course possible! Was absolutely BLESSED THANK YOU!

Quite a good overview int the concepts. Lucid explanation and good quizzes. Would recommend Khan Academy Multivariate calculus on top of it

Great introduction into optimisation. Looking forward to continuing with the 3rd course. Thanks Imperial College for having this available.

An excellent review course for those who had not used calculus for a while. The derivation of the back propagation algorithm was excellent!

Excellent course on multivariate calculus and application of calculus in Machine Learning. Loved the assignments and the programming ones.

Prof. Dye's presentation is so polished - the examples are exactly the type to help cover much ground, while building a strong intuition.

a very good explanation of the required calculus basics for machine learning. moreover, it opens the way for the wide optimization world.