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!
創建者 Prime S•
Jun 24, 2018
Nicely explained. Could be further improved by adding some noted or sources of derivation of some expressions, like references to matrix calculus
創建者 J A M•
Mar 21, 2019
Solid conceptual explanations of PCA make this course stand out. The thorough review of this content is a must for any serious data researcher.
創建者 Moez B•
Nov 25, 2019
Excellent course. The fourth week material is the hardest for folks not comfortable with linear algebra and vectorization in numpy and scipy.
創建者 Hasan A•
Dec 31, 2018
What a great opportunity this course offers to learn from the best in this simplified manner. Thank you Coursera and Imperial College London!
創建者 Alexander H•
Jul 31, 2018
Highly informative course! Loved the depth of the material. Found this course content highly useful in my current project based on PCA.
創建者 Jason N•
Feb 20, 2020
A lot of reading beyond the video lectures was required for me and some explanations could be more clear. Overall, a great course.
創建者 UMAR T•
Mar 10, 2020
Excellent course it helps you understanding about linear algebra programming into real world examples by programming in python.
創建者 Dora J•
Feb 04, 2019
Great course including many useful refreshers on foundational concepts like inner products, projections, Lagrangian etc.
創建者 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!
創建者 David H•
Mar 21, 2019
It was challenging but worth it to enhance the mathematic skills for machine learning. Thanks for the awesome course.
創建者 Lee F•
Sep 28, 2018
This was the toughest of the three modules. It gave me a strong foundation to continue pusrsuing machine learning.
Aug 21, 2019
One of the most challenging course in my life - almost impossible without python and mathematics background.
創建者 Sameen N•
Sep 06, 2019
Amazing course and provides basic introduction for the PCA. Need for programming help in this course.
創建者 Brian H•
Feb 25, 2020
Great course. I appreciate the rigor and clear mathematical explanations provided by Dr. Deisenroth.
創建者 Natalya T•
Feb 25, 2019
exellent course! nice python wokring enviroment and very good explanation at each topic. thank you!
創建者 Aishik R C•
Jan 18, 2020
Excellent and to-the-point explanations, useful assignments to make the concepts etched in memory
創建者 Wei X•
Oct 16, 2018
concise and to the point. Might want to introduce a bit the technique of Lagrangin multiplier
創建者 Ripple S•
Mar 18, 2020
I learnt a lot from this course and now I think I am much more familiar with this algorithm.
創建者 Mohammad A M•
Nov 14, 2019
This course is also so helpful, and the lecturer is so predominant on what he taught.
創建者 Alfonso J•
Oct 20, 2019
Truly hardcore course if your are a noob in reduced order modelling. Very challenging
創建者 Arijit B•
Nov 05, 2019
Excellent course and extremely difficult one to grasp at one go. Regards Arijit Bose
創建者 ELINGUI P U•
May 26, 2018
Very hard to follow, but you need to do it to understand machine learning very well.
創建者 Greg E•
Jul 27, 2019
I have thoroughly enjoyed every course of this specialization. Thank you very much.
創建者 Faruk Y•
Sep 22, 2019
Lectures and programming assignments were selected nicely to teach the math of PCA
創建者 Lia L•
May 22, 2019
This was really difficoult, but I'm so proud for the completion of the course.