Learn BERT – most powerful NLP algorithm by Google Download
Understand and apply Google’s game-changing NLP algorithm to real-world tasks. Build 2 NLP applications.
What you’ll learn
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Understand the history about BERT and why it changed NLP more than any algorithm in the recent years
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Understand how BERT is different from other standard algorithm and is closer to how humans process languages
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Use the tokenizing tools provided with BERT to preprocess text data efficiently
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Use the BERT layer as a embedding to plug it to your own NLP model
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Use BERT as a pre-trained model and then fine tune it to get the most out of it
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Explore the Github project from the Google research team to get the tools we need
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Get models available on Tensorflow Hub, the platform where you can get already trained models
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Clean text data
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Create datasets for AI from those data
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Use Google Colab and Tensorflow 2.0 for your AI implementations
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Create customs layers and models in TF 2.0 for specific NLP tasks
Requirements
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Basic Python and Tensorflow knowledge
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Basic Mathematics knowledge (high school level)
Description
Dive deep into the BERT intuition and applications:
- Suitable for everyone: We will dive into the history of BERT from its origins, detailing any concept so that anyone can follow and finish the course mastering this state-of-the-art NLP algorithm even if you are new to the subject.
- Powerful and disruptive: Learn the concepts behind a new BERT, getting rid of RNNs, CNNs and other heavy deep learning models to implement a more intuitive way to process language that will suit a wide range of NLP purposes, including yours!
- User-friendly and efficient: We’ve designed the course using the latest technologies, using Tensorflow 2.0 and Google Colab, assuring that you won’t have any local machine/software version/compatibility issues and that you are using the most up-to-date tools.
Who this course is for:
- AI amateurs that are eager to learn how NLP research has evolved those last years and how BERT is changing everything
- AI students that need to have a deeper knowledge about the most recent NLP techniques
- Business driven people that are eager to know how to optimize NLP solutions to leverage any text data
- Anyone who wants to start a new career specialized in NLP and get a strong knowledge of the state-of-the art algorithm in this field, adding efficient cases to their portfolio
