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- Data Science and Decision MakingORIE580Optimizing Production Capacity AllocationJCB553Summarizing and Visualizing DataCIS446Optimizing Inventory ManagementJCB552Forecasting Supply Chain DemandJCB551Decision Support Models for OperationsJCB534Inventory Management AnalysisJCB533Queuing AnalysisJCB532Process PerformanceJCB531Stakeholder PresentationsCIS450Classifying Data With Logistic RegressionCIS449Creating an Ethical Data Science Practice and WorkplaceCIS594Integrating Virtue Ethics into Data Science PracticeCIS593Ethics and the Data LifecycleCIS592Individual EthicsCIS591Data Cleaning With the TidyverseCIS448Measuring Relationships and UncertaintyCIS447Implementing Scientific Decision MakingSHA572Supply Chain Finance, Coordination, and SustainabilityJCB554Income Inequality and Intergenerational MobilityBRKS101Impact of Racial-Ethnic Segregation on Education and Neighborhood InequalityBRKS102Social and Economic Impact of the Early COVID-19 PandemicBRKS103Crime and IncarcerationBRKS104Data Analysis and ProbabilityJCB571Decision AnalysisJCB572Continuous DistributionsJCB573SamplingJCB574Hypothesis TestingJCB575Simple RegressionJCB576Multiple RegressionJCB577Nonlinear Regression ModelsCIS601Modeling Interactions Between PredictorsCIS602Foundations of Predictive ModelingCIS603Ensemble MethodsCIS604Descriptive Statistics for BusinessCORE522Writing Custom Python Functions, Classes, and WorkflowsCAC102Constructing Expressions in PythonCAC101Building Compelling Slide Decks and ReportsLSM701Prescriptive Analytics in RSHA578Clustering, Classification, and Machine Learning in RSHA577Predictive Analytics in RSHA576Practical Applications of StatisticsCORE527Statistical ForecastingCORE526Multivariable ComparisonsCORE525Inferential StatisticsCORE524Making Predictions Using Statistical ProbabilityCORE523Developing Data Science ApplicationsCAC103Presenting Quantitative DataCORE521Creating and Sharing Interactive Data ModelsDYS546Using Prescriptive Analytics in ExcelDYS545Making Predictions and Forecasts with DataDYS544Visualizing and Communicating Insights in ExcelDYS543Harvesting Spreadsheet DataDYS542Getting Started with Spreadsheet Modeling and Business AnalyticsDYS541Optimization and Modeling Simultaneous DecisionsSHA575Modeling Uncertainty and RiskSHA574Using Predictive Data AnalysisSHA573Understanding and Visualizing DataSHA571Making Predictions With Data ModelsILR514Creating Data Arrays and Tables in PythonCAC104Applying Statistical TestsILR513Using Statistical Tests to Make DecisionsILR512Interpreting and Communicating DataILR511Organizing Data with PythonCAC105Analyzing and Visualizing Data with PythonCAC106Building Predictive Machine Learning ModelsCAC107Introduction to Scalability and AutomationJCB565Exploring DataJCB561Integrating Data From Multiple TablesJCB562Extracting Insights from DataJCB563Fundamentals of Database DesignJCB564Working with Data Using SQLCAC112Querying Relational DatabasesCAC111Exploring Data Sets With RCIS445Understanding Data AnalyticsCEEM581Finding Patterns in Data Using Association Rules, PCA, and Factor AnalysisCEEM582Finding Patterns in Data Using Cluster and Hotspot AnalysisCEEM583Regression Analysis and Discrete Choice ModelsCEEM584Supervised Learning TechniquesCEEM585Neural Networks and Machine LearningCEEM586Making Data-Driven Recommendations Using OptimizationCEEM587Making Predictions Using SimulationCEEM588
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