Nov 13, 2018
Excellent course. I completed this course with no prior knowledge of multivariate calculus and was successful nonetheless. It was challenging and extremely interesting, informative, and well designed.
Nov 26, 2018
Great course to develop some understanding and intuition about the basic concepts used in optimization. Last 2 weeks were a bit on a lower level of quality then the rest in my opinion but still great.
By James D•
May 16, 2020
A very fast-paced course that managed to make light work of some seriously heavy maths, although it was still very challenging. Overall, it was a lot of fun!
By Andi S R•
Mar 01, 2020
It was a difficult topic, but it is satisfactory to understand the foundations behind the Gradient Descent algorithm. I am very satisfied with this course.
By 郝亚洲(Yazhou H•
Jul 17, 2018
Nice course for those want to learn machine learning. I think if there is more rigorous content such as more advanced reading materials would be better!
By Cyprien P•
Jul 08, 2020
Excellent walk-through, good pace and good content. I've particularly enjoyed the Python notebooks experience, it really helps developing the instinct.
By Khandakar A H•
Jul 02, 2019
This course was amazing for me . I've learnt both the use of calculus and coding with it . now I can better understand mathematical tools and it's use.
By Tse-Yu L•
Mar 12, 2018
Review course for multivariate calculus and basic optimization method used for curve fitting. Suggest to provide more hint for programming assignment.
By Arunish S•
Jul 27, 2019
The best calculus lectures so far. It really helps you o dive into the concepts of calculus used in machine learning and covers every core concepts .
By Dr. S R J K•
Jul 18, 2020
A very good course to understand the role of Calculus in various fields. Concepts were explained in a precise manner with interesting illustrations.
By Sailesh N•
Oct 16, 2019
I had very good experience learning this course. I have learnt the real life application of calculus. The explanation of each videos was very good.
By Yana K•
Apr 11, 2019
Great course, very good introduction into calculus for ML. Great explanation of neural networks and math used for them. A bit tricky last 2 weeks.
By Saurav B•
Nov 25, 2018
An intuitive introduction to multivariate calculus and its applications in Machine Learning - the perfect course for a budding computer scientist.
By Max B•
Apr 20, 2020
I benefitted a lot from this course. I liked the fast pace and feel that I understand the math behind the machine learning algorithms better now.
By Mohamed R•
Sep 10, 2018
one of the best courses I have ever had.
thanks to instractors and Imperial College London
thanks so much for that specilization it helped me alot
By Aaron B•
Jun 10, 2018
Excellent class! I feel like I finally understand calculus after all the rote memorization I had in my high school and college calculus courses.
By Shaiman S•
Apr 28, 2020
Mr. Sam Cooer and Mr. David dye made things very simple to learn. However, inclusion of some more numerical methods can make this course ideal!
By BALAJI R•
Jun 10, 2019
That's some excellent course to take for! Awesome explanations for the concepts and I strongly recommend khan academy for further explanations.
By Mark J T•
Jan 25, 2020
The course is a very concise and excellent introduction to the calculus necessary. It answers a lot of questions with respect to optimization.
By Phạm N M H•
May 23, 2019
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
By Amartya M•
Aug 30, 2020
Quite a good overview int the concepts. Lucid explanation and good quizzes. Would recommend Khan Academy Multivariate calculus on top of it
By Julio G•
Apr 13, 2020
Great introduction into optimisation. Looking forward to continuing with the 3rd course. Thanks Imperial College for having this available.
By Roshan B•
Jul 23, 2019
An excellent review course for those who had not used calculus for a while. The derivation of the back propagation algorithm was excellent!
By Gopalan O•
Aug 18, 2019
Excellent course on multivariate calculus and application of calculus in Machine Learning. Loved the assignments and the programming ones.
Aug 24, 2019
Prof. Dye's presentation is so polished - the examples are exactly the type to help cover much ground, while building a strong intuition.
By Maged F Y A•
May 14, 2018
a very good explanation of the required calculus basics for machine learning. moreover, it opens the way for the wide optimization world.
By Yuchi C•
Feb 23, 2020
Very well structured and nicely explained. The assignments / quizzes are very helpful for deepening and strengthening the understanding.