Exam: Cloud Digital Leader 0 Likes

How do out-of-the-box APIs make artificial intelligence and machine (Digital Leader)

Updated on 05/24/2024

How do out-of-the-box APIs make artificial intelligence and machine learning more accessible for all Google Cloud customers?

A) They don't require technical specialists.
B) They don't require data input and validation.
C) They require fewer security permissions.
D) They all require custom training models.


Solution

Correct answer: A) They don't require technical specialists.
Here's why:

A) Out-of-the-box APIs provided by Google Cloud, such as the Vision API, Natural Language API, and Translation API, are pre-trained models that offer specific functionalities without the need for customers to develop and train their own models. This eliminates the requirement for customers to have specialized technical knowledge in AI and ML, as they can simply integrate these APIs into their applications to leverage advanced AI capabilities.

B) Out-of-the-box APIs typically require data input and validation to produce accurate results. While they simplify the process of using AI and ML, they still rely on high-quality data input for effective operation.

C) Out-of-the-box APIs may have similar security permissions requirements as other Google Cloud services, depending on the specific API and its usage. However, their accessibility is primarily related to their ease of use and pre-built functionalities rather than security permissions.

D) Out-of-the-box APIs do not require customers to train custom models. They are pre-trained models provided by Google Cloud, designed to perform specific tasks such as image recognition, language translation, sentiment analysis, etc., without the need for custom training.

Category: Innovating with data and Google Cloud

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