Timed Mode Diagnostic Test – AI-900 Microsoft Azure AI Fundamentals

Match the relevant Microsoft guiding principles for responsible AI with their appropriate descriptions.

Instructions: To answer, drag the appropriate item from the column on the left to its description on the right. Each correct match is worth one point.

What guiding principle ensures that consumers have control over their data and safeguards their privacy and security in AI systems?

What principle in responsible AI emphasize regarding the ability of humans to intervene and override decisions made by AI systems when required?

Which Responsible AI principle aligns with using Snapshots in Azure Machine Learning workspaces to document training assets, code, and metrics, enabling clear traceability and understanding of model development and performance?

Match the types of AI workloads to the appropriate scenarios.
To answer, drag the appropriate workload type from the column on the left to its scenario on the right.

Which specific workload type within AutoML is typically employed in the development process of chatbots that possess the capability to automatically respond to inquiries pertaining to refunds and exchanges?

You are tasked with developing a predictive model for a multi-location retail business to generate accurate forecasts for future sales, taking into account the historical sales data from each store and the unique seasonal patterns at each location.

In this scenario, which AutoML workload type would you select to build a predictive model that effectively incorporates both the historical sales data and the seasonal variations?

Match the types of AI workloads to the appropriate scenarios.
To answer, drag the appropriate workload type from the column on the left to its scenario on the right.

You are assigned to develop an ML solution that can interpret handwritten notes to accurately recognize and classify texts from a given image dataset.

In this scenario, which AutoML workload type would you select to build a model that effectively extracts features and learns patterns from the images to achieve accurate digit recognition?

Which responsible AI principle aligns with the solution of implementing algorithmic techniques such as demographic parity or equalized odds to ensure that an AI system does not discriminate based on gender, race, sexual orientation, or religion?

You are assigned to develop an ML solution that can accept natural language input and generate original content. The solution should return appropriate responses in a variety of formats, such as in the form of an image, a code or an easy-to-understand natural language response.

Which of the following should you use to meet the above requirements?

A travel agency handles thousands of customer inquiries daily via email. Customers frequently include flight numbers in the messages, which consist of an airline code followed by three or four digits. The agency aims to utilize natural language processing (NLP) to accurately extract the flight numbers from the messages.

Which type of NLP entity is best suited to identify the flight numbers?

An autonomous vehicle system is designed to process live video feeds to identify drivable areas, pedestrians, and obstacles on the road. The system requires pixel-level classification of the environment to distinguish between various elements in the scene.

Which type of computer vision technique is being used in this system?