Free Coupon Discount - Learn BERT - most powerful NLP algorithm by Google, Understand and apply Google's game-changing NLP algorithm to real-world tasks. Build 2 NLP applications.
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Created by Martin Jocqueviel, Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team
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What you'll learn
- Understand the history about BERT and why it changed NLP more than any algorithm in the recent years
- Understand how BERT is different from other standard algorithm and is closer to how humans process languages
- Use the tokenizing tools provided with BERT to preprocess text data efficiently
- Use the BERT layer as a embedding to plug it to your own NLP model
- Use BERT as a pre-trained model and then fine tune it to get the most out of it
- Explore the Github project from the Google research team to get the tools we need
- Get models available on Tensorflow Hub, the platform where you can get already trained models
- Clean text data
- Create datasets for AI from those data
- Use Google Colab and Tensorflow 2.0 for your AI implementations
- Create customs layers and models in TF 2.0 for specific NLP tasks
