Pinned Repositories
AP1400-1
AP14001
Deep-Learning-Specialization
https://www.coursera.org/specializations/deep-learning
Drop-out
Dropout is a technique where randomly selected neurons are ignored during training. They are “dropped-out” randomly. This means that their contribution to the activation of downstream neurons is temporally removed on the forward pass and any weight updates are not applied to the neuron on the backward pass.
Natural-Language-Processing-Specialization
https://www.coursera.org/specializations/natural-language-processing
Natural-Language-Processing-with-Attention-Models
https://www.coursera.org/learn/attention-models-in-nlp
Natural-Language-Processing-with-Probabilistic-Models
https://www.coursera.org/learn/probabilistic-models-in-nlp
PCA-KernelPCA
Dimensionality reduction, or dimension reduction, is the transformation of data from a high-dimensional space into a low-dimensional space so that the low-dimensional representation retains some meaningful properties of the original data, ideally close to its intrinsic dimension.
Teaching-Assistant
AP1400-1
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