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.

However, be aware that the combination of Android Studio, Java, and the emulator can be quite memory hungry, and your PC will slow to a crawl unless you have lots of RAM.