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
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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
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