First, you'll need to install the Kotlin plugin.
For Windows:
File
→ Settings
→ Plugins
→ Install JetBrains plugin
For Mac:
Android Studio
→ Preferences
→ Plugins
→ Install JetBrains plugin
And then search for and install Kotlin. You'll need to restart the IDE after this completes.