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These lessons are optional and therefore are not necessary to accomplish the Specialization or utilize machine learning to real-world tasks. Design Evaluation: Immediately after training, the AI product is evaluated applying different validation data to evaluate its effectiveness and generalization means.Retrieved 10 September 2022. ^ Salomon 1984