Google Professional Machine Learning Engineer
Get started today
Ultimate access to all questions.
Ultimate access to all questions.
Your team is exploring the capabilities of Vertex AI's AutoML to leverage its code-free model creation feature for various data types. After successfully implementing a Multiclass logistic regression model using tabular data, you are now interested in understanding the other types of data that can be utilized within the AutoML environment on Vertex AI. Considering the need for scalability, ease of use, and the platform's support for different data types, which of the following data types are supported by AutoML on Vertex AI? (Choose three correct options)
Explanation:
AutoML on Vertex AI supports the creation of models using image data, text data, and video data, making options A, B, and D correct. Cluster data, which is related to unsupervised learning, is not supported by AutoML, making option C incorrect. Additionally, while audio data can be used in machine learning models, it is not currently a supported data type for AutoML on Vertex AI, making option E incorrect. For more information on supported data types, refer to Google Cloud's AutoML documentation and Vertex AI model types.