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30416_​NLP

This directory contains 5 workflows.

IconExample 1 - Word Embeddings (PubMed Docs) 

Here we use word embedding instead of hot encoding, using a Word2Vec Learner node. The hidden layer size is set to 10, therefore producing an embedding with […]

IconExample 2 - Airlines Recommendation (Skytrax reviews) 

We took dataset from Skytrax - Air Travel review website (www.airlinequality.com) as an independent customer forum, which has become a leading review site […]

IconExample 3 - Building Sentiment Predictor - LSTM 

This workflow uses a Kaggle Dataset including 14K customer tweets towards six US airlines (https://www.kaggle.com/crowdflower/twitter-airline-sentiment). […]

IconExample 4 - Building Sentiment Predictor - BERT 

This workflow uses a Kaggle Dataset, including 14K customer tweets towards six US airlines (https://www.kaggle.com/crowdflower/twitter-airline-sentiment). […]

IconExercise 1 - CV classification 

Exercise: For an HR manager of a large company, finding the right person to hire among a flood of Curriculum Vitae can be a complicated and time consuming […]