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DATA 5001 [0.5 credit] Fundamentals in Data Science and Analytics


Ethics in Data Science and Analytics, visualization and knowledge discovery in massive datasets; unsupervised learning: clustering algorithms; dimension reduction; supervised learning: pattern recognition, smoothing techniques, classification.
Precludes additional credit for STAT 5703.

Data Science (Collaborative Specialization)

Graduate Calendar

http://calendar.carleton.ca/grad/gradprograms/datascience/

Students enrolled in the Collaborative Program in Data Science must meet the requirements of their respective home units as well as those of the Collaborative Program. The requirements of the Collaborative Program do not, however, add to the number of credits students are required to accumulate by their home unit and the credit value of the degree remains the same. Consult the individual programs for detailed program requirements.

Biomedical Engineering

Graduate Calendar

http://calendar.carleton.ca/grad/gradprograms/biomedicalengineering/

...with Collaborative Specialization in Data Science (5.0...5704 , PHYS 5002 , SYSC 5001 , SYSC 5003 , SYSC...

Geography

Graduate Calendar

http://calendar.carleton.ca/grad/gradprograms/geography/

...with Collaborative Specialization in Data Science (5.0...higher excluding GEOG 5000, 5001 and 5905. Minimum...