Natural Language Processing with TensorFlow 2 - Beginner's Course

This course is a practical introduction to natural language processing with TensorFlow 2.0. In this tutorial you will go from having zero knowledge to writing an artificial intelligence that can compose Shakespearean prose. No prior experience with deep learning is required, though it is always helpful to have more background information. We'll use a combination of embedding layers, recurrent neural networks, and fully connected layers to perform the classification. Course Contents (01:16) Getting Started with Word Embeddings (33:25) How to Perform Sentiment Analysis on Movie Reviews (59:32) Let's Write An AI That Writes Shakespeare Course Description The basic idea behind natural language processing is that we start out with words, i.e. strings of characters, that are almost impossible for the computer to meaningfully parse.