Since I made this course, Android Studio has been released.
You can still use Eclipse with ADT to follow this course, or you can use Android Studio instead. The code will be the same; just the IDE different.
Android Studio is based on the community edition of IntelliJ IDEA. For me, this runs annoyingly slowly on my Mac. But if it works for you, it's now the recommended IDE for Android.