Notes on All Things Machine Learning and Mathematics
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Topics
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Natural Language Processing with Deep Learning
Intro to NLP
Word2Vec and Simple Tasks
Language Models
Dependency Parsing
Coreference Resolution
Neural Machine Translation
Question Answering with Attention
End to End Models for Speech Recognition
Text Classification with Conv Nets
Tree RNNs and Constitency Parsing