Sentiment Analysis: a practical benchmark

Classifying customer reviews using FCNNs, CNNs, RNNs and Embeddings in Python.

Michel Kana, Ph.D
Towards Data Science
5 min readJul 25, 2019

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With hands-on practical Python code, we demonstrate limitations of simple recurrent neural networks and show how embeddings improve fully connected neural networks and convolutional neural networks for the classification of sentiment.

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Husband & Dad. Mental health advocate. Top Medium Writer. 20 years in IT. AI Expert @Harvard. Empowering human-centered organizations with high-tech.