Jul 03, 2025  
Rensselaer Catalog 2023-2024 
    
Rensselaer Catalog 2023-2024 [Archived Catalog]

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COGS 4410 - Programming for Cognitive Science and Artificial Intelligence


Research in Cognitive Science and Artificial Intelligence (AI) is driven by data. Researchers in these fields collect, manipulate, model and analyze data generated by real-world processes.  Since the amount of data available has grown exponentially, the ability to automate these tasks through computer programs is essential. Specifically, probabilistic and statistical computing are needed to learn from the data. The objectives of this course are for the student to perform exploratory data analysis and to acquire the basics of statistical and machine learning in order to model real-world datasets.

 

Prerequisites/Corequisites: CSCI 2300  or permission of instructor.

When Offered: Fall term annually.

Co-Listed: COGS 6410 . Students cannot obtain credit for both COGS 4410 and COGS 6410.

Credit Hours: 4



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