Java is needed to write the programs, the Android SDK is needed to make those programs run on Android and Android Studio has the job of putting it all together for you.

Good news for game devs: Android Studio 1.3 supports Android’s C/C++ NDK Android Studio 1.3 is a more comprehensive replacement for the old Eclipse ADT.