Azure AI-900

What is the primary goal of machine learning?

• ATo program explicit rules for every scenario
• BTo enable computers to learn from data and improve without explicit programming
• CTo replace all human decision-making
• DTo create only neural network models

Which Microsoft principle of Responsible AI focuses on ensuring AI systems treat all people fairly?

• AReliability and safety
• BFairness
• CPrivacy and security
• DInclusiveness

Anomaly detection is best described as which type of AI workload?

• APredicting future values based on historical data
• BIdentifying unusual patterns or outliers in data
• CUnderstanding and generating human language
• DProcessing and analyzing visual information

What does the Responsible AI principle of Transparency require?

• AMaking all AI algorithms open source
• BProviding clear explanations of how AI systems make decisions
• CSharing all training data with the public
• DPublishing AI system source code

Which AI workload would be most appropriate for forecasting product demand for the next quarter?

• AComputer vision
• BNatural language processing
• CPrediction and forecasting
• DKnowledge mining

A retail company wants to automatically identify suspicious transactions in real-time. Which AI workload should they use?

• AImage classification
• BAnomaly detection
• CSentiment analysis
• DSpeech recognition

The Responsible AI principle of Accountability means that:

• AAI systems must always be supervised by humans
• BPeople must be responsible for decisions made by AI systems
• CAI developers are the only ones responsible for AI outcomes
• DOrganizations cannot use AI for critical decisions

Computer vision AI workloads are primarily used for:

• AProcessing text documents
• BAnalyzing and interpreting visual information from images and videos
• CPredicting stock market trends
• DUnderstanding spoken language

Which scenario best demonstrates the Responsible AI principle of Inclusiveness?

• AAn AI system that works equally well for users with disabilities
• BAn AI system that processes data faster than competitors
• CAn AI system that reduces operational costs
• DAn AI system that uses less computing power

Natural Language Processing (NLP) AI workloads enable systems to:

• AProcess and analyze visual content
• BUnderstand, interpret, and generate human language
• CControl robotic movements
• DPredict weather patterns

A manufacturing company wants to predict when equipment will fail before it happens. Which AI workload is most appropriate?

• AImage recognition
• BPredictive maintenance using anomaly detection
• CSpeech synthesis
• DText translation

The Privacy and Security principle in Responsible AI requires:

• AAll AI data to be stored on-premise only
• BAI systems to be secure and respect user privacy
• CAI systems to never collect personal data
• DAll AI decisions to be made public

Knowledge mining AI workloads are used to:

• AExtract valuable information from large volumes of unstructured data
• BCreate 3D models from 2D images
• CTranslate spoken language in real-time
• DGenerate new product designs

Autonomous systems in AI refer to:

• ASoftware systems that require constant human supervision
• BSystems capable of performing tasks without human intervention
• CCloud-based data storage systems
• DNetwork security protocols

A bank notices their loan approval AI system consistently rejects applications from a specific demographic group. Which Responsible AI principle is being violated?

• AReliability and safety
• BFairness
• CTransparency
• DAccountability

Which of the following is an example of generative AI?

• AA system that classifies emails as spam or not spam
• BA system that creates new images based on text descriptions
• CA system that identifies objects in photographs
• DA system that predicts tomorrow's temperature

Reliability and Safety in Responsible AI means:

• AAI systems should never fail under any circumstances
• BAI systems should perform consistently and safely under expected conditions
• CAI systems should only be used in non-critical applications
• DAI systems should have manual override options only

A company wants to automatically categorize customer support tickets by urgency. Which AI workload is most suitable?

• AComputer vision
• BNatural language processing
• CAnomaly detection
• DAutonomous systems