Leveraging Deep Learning for Natural Language Processing Course
Course Outline
In this Natural Language Processing course, you will learn how to navigate the various text pre-processing techniques and select the best neural network architecture for Natural Language Processing.
Leveraging Deep Learning for Natural Language Processing Course Benefits
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In this course, you learn how to:
- Understand various pre-processing techniques for deep learning problems.
- Build a vector representation of text using word2vec and GloVe.
- Create a named entity recognizer and parts-of-speech tagger with Apache OpenNLP.
- Build a machine translation model in Keras, a deep learning API.
- Develop a text Career Stages application using Long short-term memory (LSTM).
- Build a trigger word detection application using an attention model.
- Test your knowledge in the included end-of-course exam.
- Continue learning and face new challenges with after-course one-on-one instructor coaching.
Natural Language Processing Course Outline
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