Jul 17, 2018
This is one hell of an inspiring course that demystified the difficult concepts and math behind PCA. Excellent instructors in imparting the these knowledge with easy-to-understand illustrations.
May 01, 2018
This course was definitely a bit more complex, not so much in assignments but in the core concepts handled, than the others in the specialisation. Overall, it was fun to do this course!
By Josef N•
May 14, 2020
It would be great if the course is extended to 8 weeks, with the current week 4 spanning at least 3 weeks. Otherwise great.
By Dora J•
Feb 04, 2019
Great course including many useful refreshers on foundational concepts like inner products, projections, Lagrangian etc.
By Vo T T•
Sep 19, 2019
This course is very helpful for me to understand Math for ML. Thank you Professors at Imperial College London so much!
By Mukund M•
May 24, 2020
Professor Deisenroth is amazing. Very tough course but appreciated all the derivations and explanations of concepts.
By David H•
Mar 21, 2019
It was challenging but worth it to enhance the mathematic skills for machine learning. Thanks for the awesome course.
By Lee F•
Sep 28, 2018
This was the toughest of the three modules. It gave me a strong foundation to continue pusrsuing machine learning.
By Nileshkumar R P•
May 06, 2020
This course was tough but awesome. Lots of things i learnt from this course. Great course indeed and worth doing.
Aug 21, 2019
One of the most challenging course in my life - almost impossible without python and mathematics background.
By Sameen N•
Sep 06, 2019
Amazing course and provides basic introduction for the PCA. Need for programming help in this course.
By Brian H•
Feb 25, 2020
Great course. I appreciate the rigor and clear mathematical explanations provided by Dr. Deisenroth.
By Natalya T•
Feb 25, 2019
exellent course! nice python wokring enviroment and very good explanation at each topic. thank you!
By Aishik R C•
Jan 18, 2020
Excellent and to-the-point explanations, useful assignments to make the concepts etched in memory
By Wei X•
Oct 16, 2018
concise and to the point. Might want to introduce a bit the technique of Lagrangin multiplier
By Ripple S•
Mar 18, 2020
I learnt a lot from this course and now I think I am much more familiar with this algorithm.
By Haofei M•
Apr 23, 2020
extremely informative and really help me understand the basic math in Machine learning
By Deepak T•
Apr 17, 2020
Course was challenging, so does the math. It was a very excellent learning experience!
By Mohammad A M•
Nov 14, 2019
This course is also so helpful, and the lecturer is so predominant on what he taught.
By Alfonso J•
Oct 20, 2019
Truly hardcore course if your are a noob in reduced order modelling. Very challenging
By Arijit B•
Nov 05, 2019
Excellent course and extremely difficult one to grasp at one go. Regards Arijit Bose
By ELINGUI P U•
May 26, 2018
Very hard to follow, but you need to do it to understand machine learning very well.
By Greg E•
Jul 27, 2019
I have thoroughly enjoyed every course of this specialization. Thank you very much.
By Faruk Y•
Sep 22, 2019
Lectures and programming assignments were selected nicely to teach the math of PCA
By Lia L•
May 22, 2019
This was really difficoult, but I'm so proud for the completion of the course.
By Roshan C•
Nov 23, 2019
the course was very much intuitive and helpful to grasp the knowledge of PCA
By Rishabh A•
Jun 17, 2019
We need more elaborate explanation at few tricky places during the course.