1. Preview flat data files (CSV, Parquet) directly in the Data Explorer without writing any code
  2. Load data into Python or R as objects and inspect them using the Variables pane and Data Explorer
  3. Connect to a local DuckDB database with Data Connections, browse and preview its tables, and generate connection code
  4. Produce and view analysis output such as plots, tables, and interactive HTML in the Plots and Viewer panes
  5. Apply these skills end-to-end in a hands-on lab