Core Program
Introduction to Data Analytics
Sample topics: Spreadsheet Modeling & Data, Defining & Testing Hypotheses, and Predicting Outcomes Using Regression
Sample topics: Conflict Resolution, Driving Productivity & Performance, and Cross-Cultural Communication
Sample topics: Importing, Cleaning & Manipulating Data, Decision Structures & Boolean Logic, and Generating Graphical Output
Sample topics: Random Variables & Probability Models, Data for Comparisons, and Multiple Regression Models
Sample topics: Text Frequency Analysis & Plotting, Visualizing Text Data, and Google API & Text APIs
Sample topics: Data Visualization Design, Choosing Charts, and Analysis Using KPIs
Sample topics: Basic Data Mining in R, Frequency Histograms, Distributions & Visualization, and Interactive Dashboard
Sample topics: Database Management Systems, Making Your Data Useful, and Structured Query Language
Sample topics: Introduction to Optimization Models, Linear Programming Models, and Decision Making in Uncertainty
Sample topics: Supervised & Unsupervised Learning, Design & Analysis of Experiments, and Business Applications