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.
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.
por Arunish S•
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 .
por Nuria C•
Very well explained. Very nice summary of main concepts in a short course. Lots of examples to help doing the exercises, which gave a good practice.
por Dr. S R J K•
A very good course to understand the role of Calculus in various fields. Concepts were explained in a precise manner with interesting illustrations.
por Sailesh N•
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.
por Yana K•
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.
por Saurav B•
An intuitive introduction to multivariate calculus and its applications in Machine Learning - the perfect course for a budding computer scientist.
por Max B•
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.
por Mohamed Y•
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
por Aaron B•
Excellent class! I feel like I finally understand calculus after all the rote memorization I had in my high school and college calculus courses.
por Shaiman Z S•
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!
por balaji r•
That's some excellent course to take for! Awesome explanations for the concepts and I strongly recommend khan academy for further explanations.
por Amar n•
Just Brilliant!!! Very well structured with very clear assignments. Doing the assignments is a must if you want to get clarity on the subject.
por Mark J T•
The course is a very concise and excellent introduction to the calculus necessary. It answers a lot of questions with respect to optimization.
por Phạm N M H•
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
por Samuel S•
LOVE IT LOVE IT LOVE IT Thank you everyone from Imperial and all sponsors for making this course possible! Was absolutely BLESSED THANK YOU!
por Amartya M•
Quite a good overview int the concepts. Lucid explanation and good quizzes. Would recommend Khan Academy Multivariate calculus on top of it
por Julio G•
Great introduction into optimisation. Looking forward to continuing with the 3rd course. Thanks Imperial College for having this available.
por Roshan B•
An excellent review course for those who had not used calculus for a while. The derivation of the back propagation algorithm was excellent!
por Gopalan O•
Excellent course on multivariate calculus and application of calculus in Machine Learning. Loved the assignments and the programming ones.
por Yuanfang F•
Prof. Dye's presentation is so polished - the examples are exactly the type to help cover much ground, while building a strong intuition.
por Maged F Y A•
a very good explanation of the required calculus basics for machine learning. moreover, it opens the way for the wide optimization world.
por Karthi V E•
Really well structured course. The modules around Gradient Descent could have been a little slower, but overall great pace and teaching.
por Yuchi C•
Very well structured and nicely explained. The assignments / quizzes are very helpful for deepening and strengthening the understanding.
por Mjesus S•
Muy adecuado si estamos interesados en introducirnos en el mundo de los algoritmos usados en inteligencia artificial y machine learning
por Indranil A•
I particularly liked the way the course has been structured to guide people towards machine learning from linear algebra and calculus.