This course covers everything from the basic concepts of recommendation systems to the principles of applying deep learning. Learn about various recommendation algorithms such as collaborative filtering, content-based filtering, and hybrid recommendation systems, and develop practical skills for developing recommendation services!
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Matrix Factorization - Added SGD gradient descent
I have created a video by adding the SGD (Stochastic Gradient Descent) method as a Matrix Factorization method. I have added the mathematical principles of SGD gradient descent and the Python code implementation practice in section 6 of the lecture.