Nov 05, 2024  
USC Catalogue 2023-2024 
    
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USC Catalogue 2023-2024 [ARCHIVED CATALOGUE]

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PTE 586 AI and Machine Learning in Oilfield Operations

Units: 4
Terms Offered: Fa
Dense, convolutional and recurrent neural networks and autoencoders for classification and regression in oilfield operations. Model training and hyperparameter tuning. Focus on industry applications.
Recommended Preparation: Basic Python programming on the level of DSCI 510 ; familiarity with platforms for running Python programs, such as online via Google Colab or JupyterLab, or the downloadable Anaconda
Registration Restriction: Open only to graduate students
Instruction Mode: Lecture
Grading Option: Letter


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