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C Lee Giles

address: 311A IST Bldg
location: Information Sciences and Technology
phone: 865 7884
department: Information Sciences and Technology


Deep Learning

Recurrent deep learning methods are changing what we can do in artificial intelligence. We are exploring problems in text and sequence understanding.

Number of undergraduates needed: TBD
Minimum qualifications: Linux and Python. Mathematical skills appropriate to deep learning.

Machine Learning and Big Data

Exploration of the automated discovery of knowledge within data using a combination of information extraction, natural language processing, and machine learning methods such as deep learning.

Number of undergraduates needed: a few
Minimum qualifications: Familiarity with mathematics of data and information processing. Experience with linux and coding a must.