Quality of instruction and the visual presentation was superb. Completing the second course in this specialisation in Machine Learning has improved my confidence to tackle more advanced topics

Fantastic course and amazing instructors! I have always been a bit intimidated by math but your course boosted my confidence that I can learn these rather complicated ideas. Thank you so much!

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.

The programming assignment is excellent as I only need to fill in meaning part that are about applying math to coding. No time wasted on unnecessary coding because they already filled for me.

Though it was tough course, after you finish it, you might have a little confidence in your understanding linear regression. For a beginner like me, that will be my start point for my career.

Very clear lessons by two excellent coachs who present a smooth progression of the fundamentals of optimizations for machine learning. Plus very nice visualizations of the gradient descent.

This calculus course covering realy great topic. expecially with great example but also easy to understand this is the easely this is the best explanation calculus i've ever learn so far

El curso explica de forma sencilla, los conceptos de calculo necesarios para la comprensión del aprendizaje de máquina. Realmente muy útil. Además, incluye ejercicios prácticos en python

This course is exactly what I had in mind: (i) a review of the main multivariate results required for starting in machine learning; (ii) very good teachers; (iii) reasonable assignments

very good course about the math for machine learning, they teach every detail and I was able to complete the quiz and assignment just after class and don't have to seek help on Google.

Just like the linear algebra one this course is absolutely awesome. The instructors provide structured insights, the assignments are well prepared. I'm amazed how much fun math can be!

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!

It's a very intuitive re-introduction to multivariate calculus with edifying programming assignments and quizzes. I highly recommend this course for anyone who wants to tap into ML.

As good as the first class in the Math for ML series. Instruction was interesting. Questions were not too confusing. Clearly a lot of time was spent producing this class. Thank you.

This course is very well structured with relevant content. The explanations are very clear to understand the underlying perspectives of calculus in the machine learning algorithms.

After completing i relate maths with real world ,How hard the topic is but all the teacher complete it nicely in a simpler manner ,I am so happy today i complete one more course

Nice course. Ppl with who don't have some experience with the content may find the instruction too sparse. But for someone with a decent background its a fucking fantastic course !

A wonderful course. I learnt a lot after struggling to finish it. Some foundations of calculus might be needed since the lecturer goes through differntiation in a tremendous speed.

Excellent contain and I enjoyed a lot during this course. Assignment part was very crucial because there was chance to improve our understanding by giving correct or wrong answer.

I highly recommend this course.

Every Machine Learning student have to do it. Some concepts is so clearly explained that you will be able to perform better in following ML studies.

I enjoyed a lot the visualizations and practical examples. They do help to improve mathematical intuition! Thanks a lot to the instructors, the lectures were clear and exciting!

Both instructors explained things very clearly and I felt well-prepared for the quizzes. The subject matter was challenging for me, but isn't that what this whole site is about?

excellent teaching very good course for learners thank you so much for giving this pack of three courses . Tahnkyou coursera team, three instructors and Imperial college London

A lot of errors in lab and coding accessments. Many some exercises contain with a lot of latex code that it very hard to read. But, overall I would rate this course 5 stars!!

Really good introduction for things like regression and gradient descent. An extremely good refresher for calculus and extension from what is taught in school (in UK at least).