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Austin Pollok

  • Assistant Professor of Clinical Data Sciences and Operations

Austin Pollok conducts research in quantitative and empirical finance working on stochastic optimization and forecasting using machine learning techniques. His research applications include trading and investing in finance and DeFi. He has previously worked at Capital Group as well as consulted for hedge funds and DeFi companies

Austin Pollok
Press Inquiries: COMMUNICATIONS@MARSHALL.USC.EDU

Departments

Data Sciences + Operations

NEWS + EVENTS

COURSES

Spring 2025
  • DSO-464
    Deep Learning for AI and Business Applications
    Basics of deep learning technologies for AI and utilizing current technologies in deep learning that are reshaping and driving the modern business with Big Data.
  • DSO-585
    Data-Driven Consulting
    Hands-on application of descriptive, predictive and prescriptive analytics to a unique business problem. Use business intelligence, programming and available tools to implement analytics-based solutions.
Fall 2024
  • DSO-545
    Statistical Computing and Data Visualization
    Data cleaning and reshaping; good vs. bad graphics; univariate, bivariate, trivariate, hypervariate and time series graphics; interactive graphics; web-related computing.
  • DSO-585
    Data-Driven Consulting
    Hands-on application of descriptive, predictive and prescriptive analytics to a unique business problem. Use business intelligence, programming and available tools to implement analytics-based solutions.
  • DSO-545
    Statistical Computing and Data Visualization
    Data cleaning and reshaping; good vs. bad graphics; univariate, bivariate, trivariate, hypervariate and time series graphics; interactive graphics; web-related computing.
  • DSO-464
    Deep Learning for AI and Business Applications
    Basics of deep learning technologies for AI and utilizing current technologies in deep learning that are reshaping and driving the modern business with Big Data.
Spring 2024
  • DSO-464
    Deep Learning for AI and Business Applications
    Basics of deep learning technologies for AI and utilizing current technologies in deep learning that are reshaping and driving the modern business with Big Data.
  • DSO-598
    Special Topics
    Selected topics reflecting current trends and recent developments in data sciences, operations management, supply chain management and/or decision support systems. Online registration open only to graduate business students. Graded CR/NC.
  • DSO-559
    Introduction to Python for Business Analytics
    Python programming for descriptive data analytics and technical tools for business applications. Solving business problems and formulating actionable business recommendations including their limitations.
  • DSO-459
    Business Analytics with Python
    Implement strategies and approaches for defining, performing and presenting business analytics. Analyze cases through the lens of descriptive, predictive and prescriptive tools. Uses Python programming.
Fall 2023
  • DSO-598
    Special Topics
    Selected topics reflecting current trends and recent developments in data sciences, operations management, supply chain management and/or decision support systems. Online registration open only to graduate business students. Graded CR/NC.
  • DSO-570
    The Analytics Edge: Data, Models, and Effective Decisions
    Decision making under uncertainty using real data applying the most advanced optimization, statistical and probability methods. Duplicates credit in former IOM 570.
  • DSO-459
    Business Analytics with Python
    Implement strategies and approaches for defining, performing and presenting business analytics. Analyze cases through the lens of descriptive, predictive and prescriptive tools. Uses Python programming.