PLURALSIGHT GETTING STARTED WITH NLP DEEP LEARNING USING PYTORCH AND FASTAI

PLURALSIGHT GETTING STARTED WITH NLP DEEP LEARNING USING PYTORCH AND FASTAI
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Category: Tutorial

In this course, Getting Started with NLP Deep Learning Using PyTorch and fastai, we’ll have a look at the amazing fastai library, built on top of the PyTorch Deep Learning Framework, to learn how to perform Natural Language Processing (NLP) with Deep Neural Networks, and how to achieve some of the most recent state-of-the-art results in text classification

First, we ll learn how to train a model for text classification very quickly, thanks to the fastai library and transfer learning. Next, we’ll explore some of the theory behind Deep Learning NLP techniques, and how to deploy our models to production in Microsoft Azure Finally, we ll discover how to train a custom language model from scratch

When you re finished with this course, you ll know why fastai and PyTorch are great frameworks, how to train deep learning models for NLP tasks on your own datasets, and how to bring them to production

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