From Languages to Information (LINGUIST 180, LINGUIST 280)

124

Instructors

Jurafsky, D. (PI)

Lim, D. (TA)

Hardy, A. (TA)

Eigbe, N. (TA)

Agrawal, N. (TA)

Lowber, A. (TA)

Silverstein, S. (TA)

Lee, H. (TA)

Moore, D. (TA)

He, J. (TA)

Zhao, A. (TA)

Nguyen, J. (TA)

Xu, M. (TA)

Sengupta, A. (TA)

Buch, D. (TA)

Wang, A. (TA)

Oyeniyi, T. (TA)

Section Number

Extracting meaning, information, and structure from human language text, speech, web pages, social networks. Introducing methods (regex, edit distance, naive Bayes, logistic regression, neural embeddings, inverted indices, collaborative filtering, PageRank), applications (chatbots, sentiment analysis, information retrieval, question answering, text classification, social networks, recommender systems), and ethical issues in both. Prerequisites: CS106B

Course Link

http://explorecourses.stanford.edu/search?q=CS124

Grading

Letter or Credit/No Credit

Requirements

WAY-AQR

Units

3-4

Academic Career

Undergraduate

Course Tags

Computational Policy - Electives

Computational Policy Analysis