This course provides an overview of some different Natural Language Processing (NLP) techniques, their underlying principles, and their applications in engineering. The focus will be on the practical implementation of NLP methods such as word embeddings, neural networks, attention mechanisms, and advanced deep learning models to solve real-world engineering problems.
What you'll learn
understand the principles of NLP techniques
implement word embeddings
apply neural networks and attention mechanisms
solve engineering problems using advanced deep learning models