01322nam a2200217Ia 4500 TDMU_41713 210410s9999 xx 000 0 und d 006.3 G432 Goodfellow, Ian Deep learning Ian Goodfellow, Yoshua Bengio, and Aaron Courville Cambridge, Massachusetts The MIT Press [2016] xxii, 775 pages Applied math and machine learning basics. Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep networks: modern practices. Deep feedforward networks -- Regularization for deep learning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Deep learning research. Linear factor models -- Autoencoders -- Representation learning -- Structured probabilistic models for deep learning -- Monte Carlo methods -- Confronting the partition function -- Approximate inference -- Deep generative models. Machine learning; Máy học Bengio, Yoshua http://lrc.tdmu.edu.vn/opac/search/detail.asp?aID=2&ID=41713 Trung tâm Học liệu Trường Đại học Thủ Dầu Một