The language primarily associated with the creation of Android applications is Java, alongside other languages such as Kotlin and Flutter. Java has been the traditional language for Android development due to its versatility, extensive libraries, and robust community support. While Kotlin has gained popularity for its modern features and interoperability with Java, developers still utilize both languages to create versatile and dynamic applications for the Android platform.