Topics
- Data frames
- Lists
- Introduction to Geographical Maps
- Installing packages
- sqldf
- RODBC
- Time Series and Forecasting
- Information Schema
- xgboost
- Text mining
- Survival analysis
- Fourier Series and Transformations
Examples
- Basic map-making with map() from the package maps
- 50 State Maps and Advanced Choropleths with Google Viz
- Basic Usage Examples
- Connecting to Excel Files via RODBC
- Convert all columns of a data.frame to character class
- Exploratory Data Analysis with time-series data
- Using a CLI package manager -- basic pacman usage
- Basic Information Schema Search
- Cross Validation and Tuning with xgboost
- SQL Server Management Database connection to get individual table
- Scraping Data to build N-gram Word Clouds
- Random Forest Survival Analysis with randomForestSRC
- Introduction - basic fitting and plotting of parametric survival models with the survival package
- Connecting to relational databases
- Convert a list to a vector while keeping empty list elements
- Fourier Series
