Data Analytics in R
  • Data Input
    • Data Management in R
    • Working with Databases
  • Data Wrangling
    • Data Transformations
    • Group Summaries
    • Working with Tidy Data
  • Visualization
    • Visualization with ggplot2
    • Making Maps
    • Interactive Visualizations
  • Predictive Models
    • Linear Models
    • Predicting Binary Events
  • Clustering
    • K-means
    • Classifaction and Dimension-reduction
  • Text Mining
    • Text as Data
    • Summarizing a Corpus
    • Sentiment Analysis
    • Topic Models
  • Web Scraping
    • Using rVest
    • Using APIs in R

Working on it!