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University of Pittsburgh    
2024-2025 Undergraduate Catalog 
    
 
  Nov 27, 2024
 
2024-2025 Undergraduate Catalog
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CS 1503 - MATHEMATICAL FOUNDATIONS OF MACHINE LEARNING


Minimum Credits: 4
Maximum Credits: 4
This introductory course will cover the essential foundational ideas in probability and statistics. We will then discuss the standard applications of these foundational ideas to understand and analyze data, using computational methods, that all computer scientists should know.
Academic Career: Undergraduate
Course Component: Lecture
Grade Component: LG/SNC Elective Basis
Course Requirements: PREQ: (CS 0441 or CS 0406) and (MATH 0280 or MATH 1180 or MATH 1185)


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