org.gradle.api.tasks.TaskExecutionException: Execution failed for task ':app:transformClassesWithDexForDebug'

Check build.gradle(Module: Android) fixed problem for me.

Modify it to workable version.

android {
    buildToolsVersion '23.0.1'
}

Just a simple solution is here...it worked for me:

  1. Clean Project
  2. Rebuild project
  3. Sync project with gradle file