Leveraging Deep Learning for Natural Language Processing Course

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 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 generation 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 Module 1: Introduction to Natural Language Processing In this module, you will learn about: The basics of Natural L