Using TensorFlow Enterprise with AI Platform Notebooks

This page describes how to get started using TensorFlow Enterprise with AI Platform Notebooks.

In this example, you create a TensorFlow Enterprise instance of AI Platform Notebooks, open a JupyterLab notebook, and run a classification tutorial on using neural networks with Keras.

Before you begin

Before you can use AI Platform Notebooks, you must have a Google Cloud project and enable the AI Platform Notebooks API for that project.
  1. Melden Sie sich bei Ihrem Google-Konto an.

    Wenn Sie noch kein Konto haben, melden Sie sich hier für ein neues Konto an.

  2. Wählen Sie in der Google Cloud Console auf der Seite der Projektauswahl ein Google Cloud-Projekt aus oder erstellen Sie eines.

    Zur Projektauswahl

  3. Die Abrechnung für das Cloud-Projekt muss aktiviert sein. So prüfen Sie, ob die Abrechnung für Ihr Projekt aktiviert ist.

  4. Aktivieren Sie die AI Platform Notebooks API.

    Aktivieren Sie die API

Create an AI Platform Notebooks instance

To create a TensorFlow Enterprise AI Platform Notebooks instance, complete these steps:

  1. Go to the AI Platform Notebooks page in the Google Cloud Console.

    Go to the AI Platform Notebooks page

  2. Click New Instance, select TensorFlow Enterprise 1.15, and then select Without GPUs .

  3. Click Create.

  4. AI Platform Notebooks creates a new instance based on your selected framework. An Open JupyterLab link becomes active when it's ready to use.

Open the notebook

Complete these steps to open a notebook instance:
  1. On the AI Platform Notebooks page in the Google Cloud Console, click Open JupyterLab to open the notebook.

  2. AI Platform Notebooks opens your notebook.

Run a classification tutorial in your notebook instance

Complete these steps to try out your new notebook by running a classification tutorial:

  1. In your JupyterLab notebook, on the left, double-click the tutorials folder to open it, and navigate to and open tutorials/keras/basic_classification.ipynb.

  2. Click the run button to run cells of the tutorial.

What's next