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.
автор: Izzan D•
The first 3 weeks is really good, the fourth week is okay but the last 2 weeks is kinda confusing. The explanation is quite clear but it is quite hard to grasp the intuition and relationship between each material.
автор: Peiyuan C•
Along with the advanced and popular technique, this course gives me impressive insight over how machine learning works. But it would be much better if the concept in linear algebra combines more with this course.
автор: Girisha D D S•
I thoroughly enjoyed this course. The materials were good and the course content was good enough to pass all the assignments and quizzes. This is way better than the linear algebra course in this specialization.
i think some of concepts touched the surface and it was difficult to get a deep understanding .Probably the course could have provided some external links for those topics where people could read .
автор: Ashish k•
Superb quality. The way instructors teach is really innovative. The course is good in terms of the area it covers but lacks depth, but is a good starting point if you want to dwell more in detail.
автор: Keshav B•
Very informative refresher on the basics of differentiation, though some of the later topics could have been fleshed out more (i.e. Taylor Series, Lagrange Multipliers, etc). Overall very good.
автор: Kalpak S•
I wish, Linear Regression was taught with a little more clarity. Seemed like too many things were happening. Otherwise, a very good course. Really enjoyed the back-propagation week.
автор: Xiao F•
the basic concepts are explained clearly, but the step of the lecture became more fast than the course of linear algebra. More detail proof and application of theory is expected.
автор: Florian C•
The course starts off somewhat too basic for my taste but still gives a great intuition for some off the fundamental concepts underlying gradient descent and machine learning.
автор: arnaud j•
The course is still a bit young, some errors appear here and there sometimes, and some parts of it are a bit steep.
Otherwise, this is a good course, focused on derivatives.
автор: Prathamesh P C•
They should explain concepts in detail. They just explained really tough concepts in 5 min and gave much much harder assignments which was really frustrating at many times.
Practice makes about 65% of this course, 3Blue!Brown and Khan Academy are indispensable in this course too. The course is more like an overview than an in-depth study.
автор: mayank d•
1.Week 5 should be taken in separate module dedicated to statistics.
2.The duration of course can be increased.
3. Week 3 and week 4 can be made more detailed
автор: Dominik K•
Very good course but especially while approaching the end of the course some steps are being skipped or not explained entirely which can be a bit confusing
автор: Venkatavishnu T•
This course is a good refresher, bringing all the important aspects and how it can be applied for machine learning also combining with linear algebra
автор: Satpal S R•
This was a great course for learning multivariate calculus required for Machine Learning. I am thankful to the creators of this awesome course.
автор: Angelo S d O•
Nice refresher! Excellent instructors! Not recommended as a first Multivariate Calculus course though. I would go for MIT OpenCourseware first.
автор: Viacheslav P•
Good course, but some things seem to be not well discussed and explained, I had to refer to another resources to understand what's going on.
автор: Patrick F•
Really good course, would recommend! 4 Stars, because there is no written transcript with the Formula and examples in the videos available.
автор: Valentinos P•
A very nice course that builds your intuition in Multivariate Calculus and also introduces you to some basic consepts in machine learning.
автор: Aman A•
This was a very succinct and comprehensive course and at times I felt a bit fast paced and consequently the assignments harder to solve
автор: Vikram N•
Good course. Clarity of content in the last two weeks (i.e. weeks 5 and 6) can be improved. Overall a fantastic learning experience.
автор: Rachel Z•
Excellent course overall. I really enjoyed the sessions taught by Sam Cooper. He explains concepts very clearly...great teacher.
автор: Prashant D•
Good course. The lecturer uses a number of illustrations and has a nice easy style to explain the key ideas. Overall enjoyable
автор: Mason C•
Great overall, but some of the teaching falls short of clarity, too much hand waving, and programming exercises can be obtuse.