AB-731 Certification Practice Question #52

Question

You have a historical dataset that contains 1,000 records.
You need an AI solution that can analyze the data to identify patterns and predict future outcomes.
What should you include in the solution?

Accepted Answer

Analyzing a historical dataset to identify patterns and predict future outcomes is a classic supervised/forecasting machine-learning task, which is exactly what Azure Machine Learning (with AutoML for classification, regression, and time-series forecasting) is built for. Document Intelligence (B) and Content Understanding (D) are extraction/understanding services for documents and multimodal content, not predictive modeling, and Microsoft Foundry (A) is the umbrella AI platform rather than the specific tool that trains predictive models. Suggested Answer and all three commenters select C, and MS Learn confirms Azure ML's predictive purpose.

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