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

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

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.

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

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.

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.

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

Mr. Sam Cooper and Mr. DavidDye's teaching are Simply awesome. Looking Forward to completing this specialization. ❤ from India.

Thank you professors for your nice explanation. I hope to see you again with in depth of machine learning and neural networks.

An amazing refresher for those who have already done. It took me less than a day to go through it and finish the assignments.

Really great course, well-organized, great instructors, challenging. Only issue is that the pace of the course is super fast.

The course was excellent. I only wish the final few lessons covered Matrix equations for linear and non-linear least squares.

Very good course on basic mathematics for machine learning. Good examples, some homework and very enthusiastic professors :)

Very well put together, a bit difficult in certain sections but all mysteries can be unraveled by a quick google. Thank you!