Python namespaces provide a way to organize and access variables and functions. There are two types of namespaces: local and global. A local namespace contains names defined within a function, while a global namespace contains names defined outside of functions and is accessible throughout a program. Understanding namespaces and scopes is important for avoiding naming conflicts and ensuring code runs smoothly. Best practices include avoiding global variables when possible and using descriptive naming conventions.