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.

Really well structured course. The modules around Gradient Descent could have been a little slower, but overall great pace and teaching.

Very well structured and nicely explained. The assignments / quizzes are very helpful for deepening and strengthening the understanding.

Muy adecuado si estamos interesados en introducirnos en el mundo de los algoritmos usados en inteligencia artificial y machine learning

I particularly liked the way the course has been structured to guide people towards machine learning from linear algebra and calculus.

This is a must course to be taken up for AIML enthusiasts. Will greatly help before listening to Andrew Ng in Machine Learning course.

Great course!! It was challenging, but as any good challenge the reward is worth it. Thanks for the opportunity of learning with you!!

Good short videos and have great some practical assignments in python.A good intro and can be a good refresher to calculus for you.

This course, took me deeply to the machine learning world, besides that It built up a strong bases to keep studying machine learning.

I absolutely love this course, though I have to learn multivariable calculus on my own a lot many times , it was so so fun to do it!

As a physics graduate, this course serves a fresh up in calculus and optimisation, which is essential for studying machine learning.

Great course for deep learning engineers,cover all the fundamentals of calculus required for learning machines.Thanks to Professors

The professors are great! Wish we had part of such enthusiasm all throughout high-school. I bet people would enjoy math a lot more.

Great lectures augmented with interesting and practical coding assignments. I really enjoyed this course on multivariate calculus.

This course for my opinion is very very very challengging, but i'm satisfied because this material is one of like and i love it.

Good beginner course for learning the fundamentals of mathematics involved in machine learning.

Would highly suggest this course.

It is a good course to understand where Calculus can applied to machine learning. It inspires me to pursue a MS in Data Science.

This is a very good foundational course for anyone who wants to understand the idea behind the mathematics of Machine Learning.