Programming languages and databases allow for the organization and management of data. Programming languages provide instructions to computers and come in many forms like markup languages (HTML, XML), which describe web pages. Databases consolidate data to be efficiently accessed by applications and avoid data redundancy. They are managed by database management systems using languages like SQL. Key concepts in databases include records, files, relations, and distributed and object-oriented structures.