25. Nov. 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.
3. Aug. 2019
Very Well Explained. Good content and great explanation of content. Complex topics are also covered in very easy way. Very Helpful for learning much more complex topics for Machine Learning in future.
von Arihant J•
19. Juli 2018
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 !
von Wang Z•
2. Juli 2018
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.
von Shailesh B•
11. Mai 2020
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.
von David C•
25. Juli 2018
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.
von Julia G•
12. Nov. 2020
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!
von David M•
14. Juli 2020
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?
9. Juni 2020
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
von Dawn D•
10. März 2019
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).
von Marco A P•
27. Aug. 2020
Very challenging course, but if you,re not afraid of numbers this is a great way to remember or "start to learn" advance and esential mathematic concepts for machine learning
von Ramon M T•
18. Sep. 2019
Excellent course to understand what is behind the techniques and why not high-level functions that are used in machine learning programming. Thanks for your teaching Dave, Sam
von Marina P•
28. Aug. 2019
Very practical and useful! I got an idea about what neural network is and what is inside of the regression algorithm. I enjoyed the course, although it was quite challenging.
von Lalit D•
1. Sep. 2021
Really insightful course, the coding exercises are supposed to be intermediate level but are more beginner friendly. So that's a plus point if you are a beginner in Python.
von Rishabh A•
9. Juni 2019
Loved the course. Backpropogation section needs more elaborate explanation, where are we doing dot products, where are we doing matrix multiplications, things go confusing.
von THIRUPATHI T•
21. Mai 2020
Excellent course for learners who likes self-learning. They will enjoy a deep understanding of the multivariate notions like the Hessian, Taylor series, and Regression.
von Marwa A E K•
12. Nov. 2019
This course is really informative and builds intuition for the topics covered, I'd like to specially thank Sam for his amazing way of teaching and his visualizations :)
von Вернер А И•
17. März 2018
Excellent course. The material is taught in a precise, clear and intuitive manner. It would be great if a summary of the course will be given in form of some document.
von ASIFIWE E•
3. März 2021
Strongly agree that, this is best course ever at the beginning of Machine Learning journey. Thank you Dr. Sam and other lecturers. thank you so much Imperial College
von VARUN S•
8. Nov. 2020
It was way difficult compared to what I thought. Though I did not understand 100%, it gave me confidence to dig deeper if required. Thanks for this wonderful course.
von Shammunul I•
12. Apr. 2020
One of the best courses on mathematics for machine learning. I already knew Calculus but this course reinforced and clarified many of these already learned concepts.
von Chi W•
17. Mai 2018
Excellent course! It helps understand to take the sandpit as an example for learning Jacobian, Hessian and steepest algorithm stuff. More than boring math formulas.
von aya t•
6. Aug. 2020
I really like this series so far and felt in love with instructors and the way they teach ,and i am so excited to the third and last course of this specialization.
von Akshaya P K•
2. Jan. 2019
Thank you! This was an excellent course. I think it would engage learners of any level. quality of the content, delivery, exercises and assignments were impeccable.
von minsq n•
10. Apr. 2020
Great course, and i'm able to use these concepts more intuitively and confidently. The last 2 weeks were not as clear and a bit of a rush, but the rest was great!!
von Catherine L•
21. Nov. 2020
A great calculus introduction course that guides me into the world of machine learning, it was a great experience studying calculus with imperial college London!
von Fadillah M•
31. Juli 2020
This is a great course! The materials covered in this course are explained very very simply and profoundly. However, several terms are not explained in detail.