Packages in Java provide a mechanism for organizing classes and interfaces by grouping related ones together. Packages can control visibility and access to classes. The package statement specifies the package a class belongs to, and packages are mapped to directories in the file system. Interfaces in Java specify a contract that classes can implement, defining method signatures but not bodies. This allows for abstraction and polymorphism.