Hands-on! Building a Deep Learning-Based Recommendation System
This course covers everything from the basic concepts of recommendation systems to the principles of applying deep learning. Develop your practical skills for recommendation service development by learning various recommendation algorithms, including collaborative filtering, content-based filtering, and hybrid recommendation systems!
(4.4) 9 reviews
107 learners
Level Intermediate
Course period Unlimited
Python
Python
Machine Learning(ML)
Machine Learning(ML)
Deep Learning(DL)
Deep Learning(DL)
Tensorflow
Tensorflow
Recommendation System
Recommendation System
Python
Python
Machine Learning(ML)
Machine Learning(ML)
Deep Learning(DL)
Deep Learning(DL)
Tensorflow
Tensorflow
Recommendation System
Recommendation System
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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