Data Science Courses
Publishes 2 feeds
Fall 2015 STAT 946: Deep Learning
15 posts · theirs
Unsupervised Learning (STAT 841), Winter 2017
14 posts · theirs
Lately
Ali Ghodsi, Lec 15: t-SNE
Ali Ghodsi, Lec 14: Autoencoders, Clustering, Mixture of Gaussians
Ali Ghodsi, Lec 13: Word2Vec Skip-Gram
Ali Ghodsi, Lec 12: Neural Networks, Autoencoders, Word2Vec
Ali Ghodsi, Lec 10: NMF via R1D algorithm
Ali Ghodsi, Lec 9: SPCA, Nystrom Approximation, NMF
Ali Ghodsi, Lec11: Sum-Product Networks
Ali Ghodsi, Lec 8: Supervised PCA
Ali Ghodsi, Lec 7: MVU, Action Respecting Embedding, Supervised PCA
Ali Ghodsi, Lec 6: Spectral Clustering, Laplacian Eigenmap, MVU
Ali Ghodsi, Lec 5: LLE, Spectral Clustering
Ali Ghodsi, Lec 4: MDS, Isomap, LLE
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