Create New Android Studio Application: Screens Explained

Android Studio walks you through a Create New Application wizard when you start a new application. What do all of these screens mean? How do I add Kotlin support? What is minSdkVersion, targetSdkVersion, appVersion, versionCode, versionName, etc? How do I change my application version for the Google Play Store?