• Applied Predictive Analytics

    Introduces predictive analytics with applications in engineering, business, and econometrics. Topics include data preprocessing, predictive modeling with various regression and classification models (e.g., linear, logistic regression, tree-based methods, SVM, neural networks, etc.), time series analysis, and case studies. Provides a foundation of basic theory and methodology with applied examples to analyze large engineering, business, and…

  • Applied Predictive Analytics

    Introduces predictive analytics with applications in engineering, business, and econometrics. Topics include data preprocessing, predictive modeling with various regression and classification models (e.g., linear, logistic regression, tree-based methods, SVM, neural networks, etc.), time series analysis, and case studies. Provides a foundation of basic theory and methodology with applied examples to analyze large engineering, business, and…

  • Human Systems Engineering

    This course introduces concepts of Human System Engineering, focusing on designing systems that include human components. Human System Integration and Human Factors Engineering are discussed, as well as other human centered design approaches. The role of human data in systems and systems of systems design is explored, and methods to capture and represent human data,…

  • Simulation Fundamentals

    An introduction to the modeling and simulation discipline. Introduction to discrete event simulation (DES) including simulation methodology, input data modeling, output data analysis, and an overview of DES tools. Introduction to continuous simulation (CS) including simulation methodology, differential equation models, numerical solution techniques, and an overview of CS tools. 

  • Smulation Fundamentals

    An introduction to the modeling and simulation discipline. Introduction to discrete event simulation (DES) including simulation methodology, input data modeling, output data analysis, and an overview of DES tools. Introduction to continuous simulation (CS) including simulation methodology, differential equation models, numerical solution techniques, and an overview of CS tools

  • Programming Essentials

    Introduces basic procedural and object-oriented programming. Topics include: variables, data types, assignments, conditionals, loops, arrays, input/output, static methods, libraries, recursion, data types, API, classes, access modifiers, instance variables, constructors, instance methods, testing, encapsulations, immutability, interface inheritance, implementation inheritance, exceptions, assertions, analysis of algorithms, order of growth, memory usage, binary search, insertion sort, merge sort, stacks,…

  • Programming Essentials

    Introduces basic procedural and object-oriented programming. Topics include: variables, data types, assignments, conditionals, loops, arrays, input/output, static methods, libraries, recursion, data types, API, classes, access modifiers, instance variables, constructors, instance methods, testing, encapsulations, immutability, interface inheritance, implementation inheritance, exceptions, assertions, analysis of algorithms, order of growth, memory usage, binary search, insertion sort, merge sort, stacks,…

  • Simulation Fundamentals

    An introduction to the modeling and simulation discipline. Introduction to discrete event simulation (DES) including simulation methodology, input data modeling, output data analysis, and an overview of DES tools. Introduction to continuous simulation (CS) including simulation methodology, differential equation models, numerical solution techniques, and an overview of CS tools.

  • Human System Engineering

    This course introduces concepts of Human System Engineering, focusing on designing systems that include human components. Human System Integration and Human Factors Engineering are discussed, as well as other human centered design approaches. The role of human data in systems and systems of systems design is explored, and methods to capture and represent human data,…

  • Human System Engineering

    This course introduces concepts of Human System Engineering, focusing on designing systems that include human components. Human System Integration and Human Factors Engineering are discussed, as well as other human centered design approaches. The role of human data in systems and systems of systems design is explored, and methods to capture and represent human data,…