The course on neurons with a slope in CV from Samsung.
Just yesterday, a very setting course for me "Neural Networks and computer vision" asked me.
He went to me for a number of reasons:
1. Most of the complex things explain really on the fingers. Up to the point that "in order to understand the gradient descent - imagine that you need to go down from the mountain to the lake. How will you do it?"
2. A sufficient number of theoretical tasks. I would say a lot of them, but it is necessary to decide them for a certificate with honors, if you go through the course just on the fan, you can skip. Nevertheless, many of them are issues that, firstly, really allow the best to understand the topic (for example, consider the derivatives of the neuron outlets by hand), and secondly, they are really found in interviews
3. Good practical tasks. In some places, moronic and dreary (manual implementation of the sovereign layer), but, again, allowing you to better understand what is happening
4. The last seminar is an actually ready guide for the start of participation in CV competitions on Kaggle. Well, in fact, the task there is to beat Baseline in one of the mainstream competitions (Cleaned vs Dirty).
5. The course is entirely and completely free 🙂
IMHO if you remember the universal mathematics, + - confidently programs at the python and want to know CV - it will come to you.
In general, I recommend:
#machinelearning #artificialintelligence #ai #datascience #programming #Technology #Deeplearning