ADR100 Curriculum

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Skills Demonstrated: Reading various types of data into R Exploratory Data Analysis in R Descriptive summary statistics in R Handling missing values in R Data Visualization with base R graphics Data Visualization with ggplot2 In-Console R lessons through the swirl package Simple Linear Regression modeling in R (explanatory) Simple Linear Regression modeling in R (predictive) Multiple Linear Regression modeling in R (explanatory) Multiple Linear Regression modeling in R (predictive) Generating time series data in R Analyzing time series data in R Using time series data in R for forecasting

Examinations Successfully Completed: Unit Test #1: Exploratory Data Analysis in R; Data Types in R Unit Test #2: Complex Data Types in R; Simulation in R Unit Test #3: Linear Regression Modeling in R Unit Test #4: Handling Time Series Data in R; Forecasting with Time Series Data in R

ADR100 Prepares Students for: AD571 (co-requisite): Business Analytics Foundations AD616: Enterprise Risk Analytics AD685: Quantitative Methods for Finance AD688: Web Analytics AD699: Data Mining for Business Analytics

Lab Relationships: ADR100 is a pre-requisite for ADR200. ADR100 badge earners are automatically enrolled in ADR200. ADR100 is often taken in conjunction with AD100.