Fair; maybe minimum isn't the right word. More like "minimum without full abstraction."
The Keras examples are a good reference (e.g. https://www.tensorflow.org/tutorials/keras/classification ); even without an AI background, you have a sense of both what's going on how to tweak the model to improve it.