Well-detailed course and straight to the point. I enjoyed the course even though the programming assignments can be challenging

Excellent course it helps you understanding about linear algebra programming into real world examples by programming in python.

The leadup to PCA was needed and thought clear. I now have a better understand of how projections and inner products work.

It would be great if the course is extended to 8 weeks, with the current week 4 spanning at least 3 weeks. Otherwise great.

Challenging, with a lot to fill between the topics. Was shown how much further I can learn, which I am really grateful.

Great course including many useful refreshers on foundational concepts like inner products, projections, Lagrangian etc.

This course is very helpful for me to understand Math for ML. Thank you Professors at Imperial College London so much!

Professor Deisenroth is amazing. Very tough course but appreciated all the derivations and explanations of concepts.

It was challenging but worth it to enhance the mathematic skills for machine learning. Thanks for the awesome course.

This was the toughest of the three modules. It gave me a strong foundation to continue pusrsuing machine learning.

This course was tough but awesome. Lots of things i learnt from this course. Great course indeed and worth doing.

Undoubtedly one of the best courses I have taken on mathematics for Machine Learning with world-class teachers.

one of the best course to learn whats happening in machine learning and how it make sense through mathematics.

The PCA part Was a bit tricky barely handle the concepts.

thank you imperial team for such interactive course

One of the most challenging course in my life - almost impossible without python and mathematics background.

Great course. An intermediate mathematical background is requiered. This is a strength in terms of learning

Need more Effort to grasp the materials explained_-" you need to be patience,the lecturer is really on top

Excellent course ... Quite challenging, a little difficult but I have learned a lot ... Thank you ...

Amazing course and provides basic introduction for the PCA. Need for programming help in this course.

Great course. I appreciate the rigor and clear mathematical explanations provided by Dr. Deisenroth.

exellent course! nice python wokring enviroment and very good explanation at each topic. thank you!

Excellent and to-the-point explanations, useful assignments to make the concepts etched in memory

It's overall wonderful but the week 4's programming assignment really struggled and confused me.

This course helped me in getting a deeper knowledge on Principal Component Analysis. Thank You.

concise and to the point. Might want to introduce a bit the technique of Lagrangin multiplier