Deep Learning for Natural Language Processing: Deep Neural Networks to Machine Learning Tasks

An intuitive introduction to the processing of natural language data with Deep Learning models Deep Learning for Natural Language Processing LiveLessons is an introduction to the processing of natural language with Deep Learning. These lessons bring intuitive explanations of essential theory to life with an interactive, hands-on Jupyter notebook demo. Examples feature Python and Keras, the high-level API for TensorFlow, the most popular Deep Learning library. In the early lessons, the specifics of working with natural language data are covered, including how to convert natural language into numerical representations that can be readily processed by machine learning approaches. In the later lessons, state-of-the-art Deep Learning architectures are leveraged to make predictions with natural language data.