What tools and processes should I use to migrate data and schema between relational database platforms?

We ask the same underlying question in different ways.

• What tools and processes should I use to migrate data and schema between relational database platforms?
• How do I handle a migration of both data and schema between different relational database engines? Are there specific tools I should be using?
• How should I handle the migration of data and schema when switching between relational database systems?