Human Language Modeling

Course description: This course is an introduction to computational methods in empirical linguistic analysis and natural language processing focusing on building models of human language. Topics include vector space and topics models, similarity, deep learning, and information theory network models. This course will explore how to apply statistical techniques to language with a focus on R and Python programming skills.

Section Title Link Materials Person Year Taught
Installation JASP - How to Install JASP https://youtu.be/sYw8eG8hoY8 https://github.com/doomlab/statsofdoom-files/tree/master/basics/jasp/guides Dr. B Fall 2018
Installation JASP - How to use JASP with RollApp (2020 Update) https://youtu.be/vi83PJuQGr0 https://github.com/doomlab/statsofdoom-files/tree/master/basics/jasp/guides Dr. B Spring 2020
Data Screening Data Screening (2) https://youtu.be/9tLU0jP53GI NA Dr. B Spring 2015
Installation JASP - How to use JASP with RollApp https://youtu.be/5dLPk9O4g6A https://github.com/doomlab/statsofdoom-files/tree/master/basics/jasp/guides Dr. B Fall 2018
Graphs Between Subjects Two Way ANOVA https://youtu.be/XIXvbrrMCKg NA Dr. B Spring 2015
Graphs JASP - Basics of JASP and Histograms https://youtu.be/yN8HU7Suq6Y https://github.com/doomlab/statsofdoom-files/tree/master/basics/jasp/guides Dr. B Fall 2018
Graphs Bar Graphs in Chart Builder Example https://youtu.be/VviHazDzXxI NA Dr. B Spring 2015
Graphs JASP - Entering/Edit Data and Excel Graphs https://youtu.be/YVZKKT4dXyI https://github.com/doomlab/statsofdoom-files/tree/master/basics/jasp/guides Dr. B Fall 2018
Graphs Descriptive Statistics https://youtu.be/U81ZnsY8xZ4 NA Dr. B Spring 2015
Descriptive Statistics JASP - How to Calculate Descriptives https://youtu.be/UzeW3lXIiKo https://github.com/doomlab/statsofdoom-files/tree/master/basics/jasp/guides Dr. B Fall 2018
ANOVA Between Subjects One Way ANOVA https://youtu.be/ZKiRNwMT6xI NA Dr. B Spring 2015
Single sample t Single Sample t JASP https://youtu.be/kqeoKsZl4CU NA Katherine Miller Fall 2015
Dependent t Dependent t JASP https://youtu.be/KbxAXp-tPrI NA Katherine Miller Fall 2015
Independent t Independent t JASP https://youtu.be/n1tCgCMzkzA NA Katherine Miller Fall 2015
Correlation Correlation JASP https://youtu.be/ytyMV0hsx6w NA Emily Klug Fall 2015
Regression Regression JASP https://youtu.be/axqBUp_gKGY NA Emily Klug Fall 2015