Hands-on Tutorials, ←← PART 1 | ← PART 2 | Natural Language Processing

Sentiment Analysis in 10 Minutes with BERT and TensorFlow

Learn the basics of the pre-trained NLP model, BERT, and build a sentiment classifier using the IMDB movie reviews dataset, TensorFlow, and Hugging Face transformers

Orhan G. Yalçın
Towards Data Science
7 min readNov 28, 2020

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I prepared this tutorial because it is somehow very difficult to find a blog post with actual working BERT code from

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I write about AI and data apps here building them at Vizio.ai with my team. Feel free to get in touch!