Steps involved in training and utilizing a TensorFlow model

In this section, we will walk through all the steps involved in training a TensorFlow model on the AI Platform. The core components for a local machine learning pipeline as well as on the AI Platform are similar and, hence, it is very easy for the application developers to utilize the familiar process for building and deploying models on the AI Platform. The flowchart in the following screenshot represents the generic steps in training and utilizing a TensorFlow model on the AI Platform:

Fig 8.14 - Generic steps in training and utilizing a TensorFlow model on the AI Platform
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