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2017-12-18

-- Final practice
Steps in Ng's NN design methodology:
1) Define goals (e.g., error metrics, target values), depending on the problem statement. 2) Get end-to-end pipeline up and running as soon as possible. 3) Determine main bottlenecks in reaching goals that may be causing over/under-fitting or not converging. 4) Repeatedly make incremental changes (e.g., include additional data, adjust hyperparameters, change algorithms).
Steps in Ng's NN design methodology: 1) Define goals (e.g., error metrics, target values), depending on the problem statement. 2) Get end-to-end pipeline up and running as soon as possible. 3) Determine main bottlenecks in reaching goals that may be causing over/under-fitting or not converging. 4) Repeatedly make incremental changes (e.g., include additional data, adjust hyperparameters, change algorithms).
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