Deep Learning Dictionary - Lightweight Crash Course

Neural Network Inference & Predictions - Deep Learning Dictionary

When we train a network, the hope is that we'll later be able to take the trained model, apply it to new data, and have the model generalize and make accurate predictions on data it hasn't seen before.

We call this process inference, as the model is using its knowledge gained from training and using it to infer a prediction or result on new data.