College Level Linear Algebra for ML, DL, & Computer Graphics (Udemy.com)

I have completed college level Deep learning courses one and two , and it was really refreshing. Please do expand the series by introducing unsupervised learning parts as well especially generative models and if you could add transformers also that would be really great! Really amazing work so far, looking forward to learning more from the instructor, even in top-tier universities they do not cover the concepts like the way the instructor does, for example they ask us to learn matrix cook book by heart but with this course course I dont even have to do that, I was going through a paper review by Yannick Kilcher and he stumbled upon a seemingly simple Linear algebra part of a famous paper - AlexNet he couldnt explain the why , but I got it only because I took your linear algebra course. please continue the great work.

This is my second linear algebra course on the Udemy platform. This is a really hurried, convoluted and poorly explained course on a relatively simple topic, useless for any kind of real world application. Perhaps better visual presentations could have aided learning but the explanations are anyway too quick and superficial.

Brilliant!! and so well explained. My knowledge of linear algebra was very basic. this course is not just advance but also also provide enough basic ropes to catch up. I still didn't understand several chapters due to my limited understanding of this topic still I feel I learned quite a bit and this course packs tons of gems that are hard to find unless someone takes a whole semester of classroom course.Thanks!!

Excellent content; excellent pace... Took a similar class 30 years ago in college from a boring professor. For me it is reviewing and also learning a lot from the presentation. The pace of the presentation is perfect for those who want to remember and learn new things. Not finished with the class, it may take me a few weeks; but truly it is a fantastic class with a top instructor... ah... one way or the other we all have our own accent; the English and the message is clear !

Yeah this is pretty good so far. I already know most of it so far but I like how he just explains what is necessary and doesn't spend a lot of time on erroneous details.

After Rewatching this course for the second time, I still love it ! It is really Very nice ! Covers many advanced topics that are generally not covered in Linear Algebra courses like matrix calculus and systems of differential equations. I also do like the python / matlab programming and visualization parts. Highly Recommended !

This is by far the most complete Linear Algebra course that I have found on the internet. It not only covers all of the material taught in an introductory undergraduate level linear algebra course (such as Gilbert Strang's course from MIT) but it also covers additional topics such as matrix calculus, PCA and linear systems theory. This course will no doubt satisfy all the requirements to take a graduate level machine learning class, or a graduate level linear systems theory class. The pace is fast and the course covers an incredible amount of material. If you treat this as your first linear algebra course, prepare to work really hard. I am using this course to complement my undergraduate linear algebra class with new material such as Matrix calculus, PCA, Lagrange multipliers, Taylor expansion, SVD, quadratic forms and lots more that are typically either skipped or not covered in detail in an introductory undergraduate linear algebra class.

This is really a very good course in Linear Algebra and it is a MUST for everybody who wants to become a proper Data Scientist (i.e. understanding the details of the algorithms used). The only issue I have is that, even if the teacher speaks in a very comprehensive language, the English subtitles are often weird. Apart from that this course is a gem!

Hi, I am into data analytics and took this course to clear my linear algebra fundamentals. This is one of the best course I got on Udemy. Got my all doubts clear and now I can visualize things. Thank you so much for this course, please keep contributing. One more thing can you please create some course on deep learning

I think this course is the best. I studied several other linear algebra courses ( online and in-class) but this one is amazingly special and helped me understand many topics that I couldn't understand in any other linear algebra course. The instructor explains the topics and their intuition in a very good way.