May 05, 2025  
USC Catalogue 2024-2025 
    
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USC Catalogue 2024-2025

CHE 586 Process Data Analytics and Machine Learning

Units: 4
Terms Offered: Sp
Data analytics, machine learning and optimization tools for engineers and skills to apply them for interpretation of industrial data as well as for decision-making.
Recommended Preparation: Basic linear algebra (on the level of MATH 225 ). Probability theory and statistics (on the level of MATH 114  or MATH 307 ). Able to perform linear algebra operations using MATLAB or Python.
Instruction Mode: Lecture
Grading Option: Letter