Choosing the right level of abstraction with TensorFlow

TensorFlow is the library that revolutionized the way we approach machine learning problems. It was designed to build deep neural networks, train them, and evaluate and serve the solutions. The result of its popularity is the genuine democratization of AI. Like any library, it provides classes and functions designed to tackle deep learning process. This introduces an interesting black box dilemma.