Cousera Videos

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1. Introduction to the Concept of Word Vectors

1. Words to Vectors

1. Example of Word Embeddings

1. Neural Model of Text

1. The Softmax Function

1. Methods for Learning Model Parameters

1. More Details on How to Learn Model Parameters

1. The Recurrent Neural Network

1. Long Short-Term Memory

1. Long Short-Term Memory Review

1. Use of LSTM for Text Synthesis

1. Simple and Effective Alternative Methods for Neural NLP

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