This course focuses on programming strategies and techniques behind procedural analysis and generation of text-based data. We’ll explore topics ranging from evaluating text according to its statistical properties to the automated production of text with probabilistic methods to text visualization. Students will learn server-side and client-side JavaScript programming and develop projects that can be shared and interacted with online. This fall the course will also explore topics in machine learning as related to text. There will be weekly homework assignments as well as a final project.
This course focuses on programming strategies and techniques behind procedural analysis and generation of text-based data. We’ll explore topics ranging from evaluating text according to its statistical properties to the automated production of text with probabilistic methods to text visualization. Students will learn server-side and client-side JavaScript programming and develop projects that can be shared and interacted with online. This fall the course will also explore topics in machine learning as related to text. There will be weekly homework assignments as well as a final project.
A site for IMA NY Students to find equivalent courses outside of IMA NY
For most students joining IMA in Fall 2022 and beyond, our new program structure affects the categorization of courses on this site.
Classes listed in the "IMA Major Electives" categories refer to the old IMA program structure. If you're under the new IMA program structure, these courses count as general IMA Electives.
You can still search the Interchange for most of your courses. You can find "IMA Major Distribution" courses listed here: