The document discusses two main lessons that Python can learn from Java. The first lesson is about garbage collection, where Java has a pluggable, well-documented, and tunable garbage collector. The second lesson is about concurrency, where Java provides many useful concurrent utilities and patterns like the actor model that support shared state while avoiding copies.