Natural Language Processing
High School Honors Course, Saddle River Day School, Department of Computer Science, 2023
Course Description: Natural language processing (NLP) is arguably the most important subfield of linguistics essentially teaching mathematical models to interpret, understand, extrapolate, etc. natural language. This course introduces natural language processing in the context of practical applications from sentiment analysis to text generation all of which hold a variety of applications from stock trading signal development to AI chat bots.
Unit 1: Python for Natural Language Processing
Unit 2: Topics in Natural Language Processing
Unit 3: Dictionary Based Modeling
Unit 4: Advanced Topics in Natural Language Processing
Unit 5: Machine Learning Sentiment Classification
Unit 6: Deep Sentiment Classification