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.
교육 기관: David C•
Jul 25, 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.
교육 기관: Dawn D•
Mar 10, 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).
교육 기관: Ramon M T•
Sep 19, 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
교육 기관: Marina P•
Aug 28, 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.
교육 기관: Rishabh A•
Jun 09, 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.
교육 기관: Marwa A E K M A Z•
Nov 12, 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 :)
교육 기관: Вернер А И•
Mar 17, 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.
교육 기관: Chi W•
May 17, 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.
교육 기관: Akshaya P K•
Jan 03, 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.
교육 기관: 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!
교육 기관: 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.
교육 기관: 林澤佑•
Mar 12, 2018
Review course for multivariate calculus and basic optimization method used for curve fitting. Suggest to provide more hint for programming assignment.
교육 기관: 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 .
교육 기관: 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.
교육 기관: 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.
교육 기관: 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.
교육 기관: 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
교육 기관: 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.
교육 기관: 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.
교육 기관: 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.
교육 기관: 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
교육 기관: 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!
교육 기관: Gopalan O•
Aug 18, 2019
Excellent course on multivariate calculus and application of calculus in Machine Learning. Loved the assignments and the programming ones.
교육 기관: Yuanfang•
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.
교육 기관: 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.