Creating an AutoML Tables experiment

AutoML Tables automatically builds and deploys state-of-the-art machine learning models on structured data. Let's start with our first experiment to put this knowledge into practice:

1. Access the Google Cloud AI Platform home page by visiting this link: https://console.cloud.google.com/home/. Click on the Datasets link in the left pane; you will see the following screen:

   Figure 9.1 – Google Cloud AI Platform home page

2. On the Google AutoML Tables main screen, start the process by creating a new dataset. Click on the NEW DATASET button to create a new dataset and name it IrisAutoML. Then, click on CREATE DATASET:

   Figure 9.2 – AutoML Tables – Create new dataset screen

3. For this experiment, we will start with the Iris dataset. You can download the CSV file from https://www.kaggle.com/uciml/iris since we will be using it in the next step. The dataset is too small to be used for automated machine learning though...