Scoping: each new node will have a new and unique name Typing: attributes are automatically converted to a supported type instead of throwing errors at runtime Also, it uses Method chaining making ...

If you are looking to learn TensorFlow, don't miss the core TensorFlow documentation which is largely runnable code. Those notebooks can be opened in Colab from tensorflow.org.