An Oracle database consists of objects like tables, views, and stored programs owned by user accounts. Users can query and modify database objects using SQL commands, which are divided into DDL commands that define and modify object structures and DML commands that manipulate data. The document outlines how to create user accounts, define tables with fields, constraints, and data types, and use SQL*Plus to issue SQL statements and view metadata in the Oracle data dictionary.