You Need to Design a Customized Deep Neural Network in Keras

question 28

Multiple Choice

You need to design a customized deep neural network in Keras that will predict customer purchases based on their purchase history. You want to explore model performance using multiple model architectures, store training data, and be able to compare the evaluation metrics in the same dashboard. What should you do?

• A) Create multiple models using AutoML Tables.
• B) Automate multiple training runs using Cloud Composer.
• C) Run multiple training jobs on AI Platform with similar job names.
• D) Create an experiment in Kubeflow Pipelines to organize multiple runs.

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Definitions:

Singular-System Approach

A method or strategy that employs a single, unified system for addressing or managing various tasks or problems.

Organizational Change

A process in which a company or organization undergoes a transformation in its structure, strategies, operational methods, or culture to improve efficiency and effectiveness.

Internal Forces

Psychological or emotional pressures that influence an individual's decisions, behaviors, or feelings from within.

External Forces

Influences originating outside an organization that can impact its operations, strategies, and outcomes.