Nov 25, 2024  
USC Catalogue 2020-2021 
    
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USC Catalogue 2020-2021 [ARCHIVED CATALOGUE]

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ISE 633 Large Scale Optimization and Machine Learning

Units: 3
Terms Offered: Fa
Large scale optimization algorithms that arise in modern data science and machine learning applications. Stochastic Optimization, Accelerated Methods, Parallelization, Online Optimization, Randomized Linear Algebra
Recommended Preparation: Linear Algebra and Probability
Instruction Mode: Lecture
Grading Option: Letter


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