This is a lecture by Dr. Danfeng (Daphne) Yao at Virginia Tech for CS6804 AI Technologies for Cybersecurity Defenses in Spring 2021. It gives an easy-to-follow introduction to neural networks based machine learning techniques in NLP applications and cybersecurity applications.