version 7

version 5

version 4

Customizing and Extending Simio

Simio - Advanced Modeling

Simio: Animation and Entity Movement

Simio: Working with Model Data

Input Analysis and Variance Reduction

Simio: Intermediate Modeling 2

Intermediate Simio Models

First Simio Models 2

First Simio Models 2

First Simio Models

First Simio Models

Kinds of Simulation

Different Kinds of Simulation

Basics of Queueing Theory

Queueing Theory

Sampling Distribution

Presentation slides for the DATA 609 final project

Final Project for DATA 609

Modeling with a differential equation

Modeling with decision theory

Modeling using graph theory

Linear programming (LP) - problems, formulations and geometric interpretation, simplex method and sensitivity analysis

Discrete probabilistic modeling

Simulation Modeling

Model fitting and experiment modeling

Modeling process, proportionality, and geometric similarity

Computation Mathematics Final Project

Taylor Series

Numerical Integration and Differentiation

Bias Variance Trade-off

Linear Regression in R

PageRank

Central Limit Theorem

Bayes Rule and Bayesian Networks

Expectation, Conditional Probability

Least Squares

Inverse of a Matrix; Singular Value Decomposition (SVD)

Matrix eigenvalues and eigenvectors

Predicting March Madness

Migration of a relational database to Neo4j using R, RMySQL, and RNeo4j

Document classification using the quanteda R package and kNN prediction

Using Web APIs with JSON and tidyjson

Use R to parse HTML, XML, and JSON files

Uses tidyr and dplyr to tidy and transform three datasets

Week 6 assignment using tidyr and dplyr

R Character Manipulation and Date Processing using the stringr package

Subsetting exercise of the OnlineNewsPopularity dataset from the UCI Machine Learning Repository

Analysis of Weather Events Recorded from 1966 - 2011 by the U.S. National Oceanic and Atmospheric Administration (NOAA)