GlobalConfiguration.Configure() not present after Web API 2 and .NET 4.5.1 migration

I recently started following this guide to migrate my project to .NET 4.5.1 and Web Api 2. The very first thing MS developer Rick Anderson asks you to do is change: WebApiConfig.Register(