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.
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.
por James A P J•
Concise overview of key aspects of multi-variate calculus. A useful intro to applying calculus to machine learning.
por Henok T M•
Very clear videos, awesome exercises, great instructors. A must have for anyone interested in Ml and math in general.
por Mithun B•
Really liked the course. If there are more of neural network course that Imperial College can come up would be best.
por Jose G G M•
A good introduction about gradient descent, theoretical and programming in python in a basic but interesting level.
por Rajesh S K T•
Very nice course!! Multivariate calculus application towards machine learning is
amazingly tailored !!! Good one!!!
por KAMASANI V R•
This course helped me in learning key concepts of calculus like gradient, gradient descent, jacobian, hessaine etc.
por sameen n•
It us good course and gave me basic understanding of multivariate calculus. It provide insight of gradient descent.
por Imran S•
Well explained and I would say also https://www.mathsisfun.com/algebra/taylor-series.html to get some more details.
por Bruno E G M•
Nice course, but you should check the english subtitles, they are wrong 5% of the time and also have grammar typos
por Andrés A G R•
Excelente curso, su fortaleza radica en la claridad de las explicaciones y en la forma en que aplica los conceptos
por Hamza a•
This one is a very good course and also very well organized. I also have used khan academy for making things clear
por Xiaoyuan C•
Fabulous applied mathematics course! It is so interesting that I cannot believe that it is a mathamatical course.
por Carlos C•
It is the best mathematics course, I apply my knowledge about calculus in real problems. It was great experience
por Nelson C S•
A very good course. Also, It is a very important for those who want to know how machine learning algorithms work.
por Sri H•
Excellent course. Starts from basics and scales up to complex topics like gradient descent and linear regression
por Daniel A•
Excellently taught, clearly explained and assignments always felt intuitive with the explanation from the videos
por Serge K•
I love the assignments. It was fun being able to translate mathematics equations and algorithms into python code
por Dinesh T•
Great instructors and the presentation making complex concepts clear with proper graphical tools and animation.
por Ghanem A•
Topics covered are all relevant and clearly show how it all fits together for the purpose of solving ML models
por Shraavan S•
The intuition is explained very clearly. Graphs in 2D and 3D are used effectively to clearly express the idea.
por José C V•
Excellent course, i feel is very useful to develop applications with this ideas. Thanks for the lessons.
por Aniruddh M•
Wow! Things seemed to look difficult at some stage.
But algorithms came and saved the day every single time!
por Ng H•
Excellent course on multivariate calculus, concepts are well taught and easy to understand by the professors
por Aleksey I•
Great course. Might be missing a few small details that will be hopefully filled in for the next iterations.
por Sohail A•
this is a very good course to learn machine learning basics. I will suggest this course to my friends also.