AI-based recommendation system
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!
(4.4) 8 reviews
98 learners
Level Intermediate
Course period Unlimited
이론 실습 모두
이론 실습 모두
Deep Learning(DL)
Deep Learning(DL)
Machine Learning(ML)
Machine Learning(ML)
Recommendation System
Recommendation System
Python
Python
Tensorflow
Tensorflow
이론 실습 모두
이론 실습 모두
Deep Learning(DL)
Deep Learning(DL)
Machine Learning(ML)
Machine Learning(ML)
Recommendation System
Recommendation System
Python
Python
Tensorflow
Tensorflow
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.
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