MCQs

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Overall MCQs for Reference

Which best describes cloud-based artificial intelligence?
a. AI systems that run only on local machines
b. AI operations delivered via internet-based resources
c. AI exclusively for gaming
d. AI with no reliance on data centers
Answer: b. AI operations delivered via internet-based resourcesigmguru+1
What is a common application of AI in cloud computing?
a. Predictive analytics
b. Cryptocurrency mining
c. Static website hosting
d. Compiling source code
Answer: a. Predictive analyticsexamradar+1
Which technology enables multiple users to share resources in cloud-based AI?
a. Virtualization
b. Dual-booting
c. VPN
d. Blockchain
Answer: a. Virtualizationscribd+1
What is one primary benefit of cloud-based AI for businesses?
a. Increased local storage requirements
b. Scalability and flexibility
c. Reduced collaboration
d. Frequent hardware upgrades
Answer: b. Scalability and flexibilitytestbook+1
What service model is widely used to deploy machine learning platforms in the cloud?
a. Database as a Service
b. Platform as a Service (PaaS)
c. Infrastructure as a Service (IaaS)
d. Software as a Service (SaaS)
Answer: b. Platform as a Service (PaaS)sanfoundry+1
Google Cloud AI Platform is an example of?
a. IaaS
b. PaaS
c. SaaS
d. DaaS
Answer: b. PaaSlearn.microsoft+1
What is essential for cloud-based AI to function properly?
a. Active internet connection
b. Physical backup servers
c. Daily reboots
d. Only LAN access
Answer: a. Active internet connectiontestbook+1
Which of the following is not an advantage of cloud AI?
a. Centralized data storage
b. Improved collaboration
c. Greater energy consumption
d. Real-time accessibility
Answer: c. Greater energy consumptionplacementpreparation+1
Cloud-based AI can support which data science workflow phase?
a. Data acquisition
b. Model deployment
c. Real-time inference
d. All of the above
Answer: d. All of the abovewhizlabs+1
What is a popular cloud-based AI offering from Microsoft?
a. Amazon SageMaker
b. Google Data Studio
c. Azure Machine Learning
d. Salesforce Einstein
Answer: c. Azure Machine Learningwhizlabs+1
AI workloads in the cloud are often managed via?
a. Unified compute clusters
b. Isolated desktops
c. USB drives
d. Internet browsers only
Answer: a. Unified compute clusterslearn.microsoft+1
Which layer is commonly used as a backend for cloud AI applications?
a. Soft
b. Cloud
c. Client
d. Local
Answer: b. Cloudsanfoundry
What makes cloud-based AI cost-efficient for enterprises?
a. Lower hardware costs
b. No maintenance required
c. Manual data collection
d. Unlimited free usage
Answer: a. Lower hardware costsigmguru+1
What does cloud AI enable for businesses globally?
a. Local-only data access
b. Remote processing and analysis
c. Single-user physical access
d. Regional data isolation
Answer: b. Remote processing and analysisexamradar+1
Which major cloud providers offer AI as part of their portfolio?
a. Amazon AWS
b. Microsoft Azure
c. Google Cloud Platform
d. All of the above
Answer: d. All of the aboveplacementpreparation+2
What is one challenge faced by cloud-based AI?
a. WAN latency
b. Lack of data storage
c. No software updates
d. Absence of virtual machines
Answer: a. WAN latencysanfoundry+1
What feature does Azure Machine Learning offer?
a. Automated machine learning
b. Built-in spreadsheet editor
c. Social networking
d. Static dashboards
Answer: a. Automated machine learningwhizlabs+1
Which of the following applications uses cloud-based AI for image processing?
a. Optical character recognition (OCR)
b. Arithmetic summation
c. Number guessing
d. Manual drawing
Answer: a. Optical character recognition (OCR)cloudthat+1
What best describes SaaS AI solutions?
a. AI delivered as a web app or service
b. AI with hardware requirements only
c. AI for offline processing exclusively
d. AI running without user interaction
Answer: a. AI delivered as a web app or servicescribd+1
One security concern in cloud AI is?
a. Data breaches
b. Wallpaper settings
c. Browser theme choices
d. Password hint exposure
Answer: a. Data breachesinterviewkickstart+1
Which type of machine learning is commonly used in cloud AI?
a. Supervised learning
b. Unformatted learning
c. Scribble-based learning
d. Non-iterative learning
Answer: a. Supervised learninginterviewkickstart+1
What is a virtual machine’s role in cloud-based AI?
a. Isolation and resource allocation
b. File deletion only
c. Screen saver creation
d. Taskbar management
Answer: a. Isolation and resource allocationinterviewkickstart+1
Which tool leverages cloud AI for big data analysis?
a. Apache Spark
b. Excel 2000
c. Notepad
d. USB flash drive
Answer: a. Apache Sparkgyansetu+1
NLP (Natural Language Processing) is often available through cloud AI as?
a. API services
b. Handwritten forms
c. Physical books
d. USB stick downloads
Answer: a. API servicescloudthat+1
What is a common use of cloud AI in retail?
a. Personalized recommendations
b. Custom hardware assembly
c. Door lock management
d. Frequent flyer tracking
Answer: a. Personalized recommendationsigmguru+1
Which cloud model is suitable for deploying custom AI applications?
a. Public cloud
b. Private cloud
c. Hybrid cloud
d. All of the above
Answer: d. All of the aboveplacementpreparation+1
What does MLaaS stand for?
a. Machine Learning as a Service
b. Machine List analysis summit
c. Main Lab for Azure Services
d. Minimum Latency as a Service
Answer: a. Machine Learning as a Servicegyansetu+1
Which cloud AI service provides automated image recognition?
a. AWS Rekognition
b. Google Sheets
c. Azure Table Storage
d. PowerPoint Designer
Answer: a. AWS Rekognitionlearn.microsoft+1
Which aspect helps secure cloud-based AI data?
a. Encryption
b. Color coding
c. Bold headings
d. Automatic fonts
Answer: a. Encryptioninterviewkickstart+1
Google’s cloud AI offerings include?
a. BigQuery ML
b. Drive OCR
c. Dialogflow
d. All of the above
Answer: d. All of the abovegyansetu+1
What is a key advantage of using cloud-based AI for startups?
a. Lower initial investment
b. Guaranteed local employment
c. Physical offline data analysis
d. Real estate ownership
Answer: a. Lower initial investmentplacementpreparation+1
Which cloud AI feature enables forecasting?
a. Time series analysis
b. File sorting
c. Automatic backups
d. Network speed throttling
Answer: a. Time series analysislearn.microsoft+1
What is a generative AI capability provided by cloud platforms?
a. Text generation
b. Numeric rounding
c. Manual data entry
d. Disabling notifications
Answer: a. Text generationwhizlabs+1
Which platform offers AI-powered translation as a cloud service?
a. Google Cloud Translation
b. Amazon DynamoDB
c. Microsoft Excel
d. Notepad++
Answer: a. Google Cloud Translationcloudthat+1
What commonly powers AI research in the cloud?
a. GPU clusters
b. RAM disks
c. External HDDs
d. Wi-Fi repeaters
Answer: a. GPU clustersinterviewkickstart+1
Which cloud concept allows for automated ML workflows?
a. Pipelines
b. Manual processing
c. VPN links
d. Cloud printers
Answer: a. Pipelineswhizlabs+1
AI inference deployed via cloud helps in?
a. Real-time predictions
b. Historical legend creation
c. Manual annotation
d. Non-digital storage
Answer: a. Real-time predictionslearn.microsoft+1
What is one risk of using third-party cloud AI services?
a. Vendor lock-in
b. Uniform pricing worldwide
c. Guaranteed performance peaks
d. No technical support
Answer: a. Vendor lock-ingyansetu+1
Which AI task do cloud-based services frequently automate?
a. Model selection and training
b. Changing passwords
c. Printing documents
d. Music file editing
Answer: a. Model selection and trainingwhizlabs+1
What is used to ensure identity and access management in cloud AI?
a. Authentication protocols
b. Random page creation
c. Desktop icons
d. Screen savers
Answer: a. Authentication protocolsinterviewkickstart+1
What enables cross-regional AI operations in the cloud?
a. Distributed architecture
b. Single location servers
c. Individual devices only
d. Non-cloud infrastructures
Answer: a. Distributed architectureplacementpreparation+1
What cloud AI tool is widely used for chatbots?
a. Dialogflow
b. Paint
c. Windows Calculator
d. ZIP compressor
Answer: a. Dialogflowgyansetu+1
What is the role of APIs in cloud-based AI?
a. Facilitating integration and accessibility
b. Reducing network speed
c. Increasing text font sizes
d. Limiting user options
Answer: a. Facilitating integration and accessibilitycloudthat+1
Which AI capability can cloud generally offer in finance?
a. Fraud detection
b. Poster printing
c. Event ticketing
d. Keyboard layout switching
Answer: a. Fraud detectionexamradar+1
Where does cloud-based AI store and process large datasets?
a. Cloud storage and virtual servers
b. Floppy disks
c. CD-ROMs
d. Local hard drives
Answer: a. Cloud storage and virtual serversscribd+1
Which AI specialty is particularly enhanced by the cloud’s ability to scale?
a. Deep learning
b. Handwritten calculations
c. Manual file sorting
d. Wallpaper selection
Answer: a. Deep learningexamradar+1
What kind of AI solution is Google AutoML?
a. Automated model creation in the cloud
b. Manual workflow generator
c. Offline calculator
d. Web browser extension
Answer: a. Automated model creation in the cloudlearn.microsoft+1
What does cloud AI enable for resource management?
a. On-demand allocation
b. Always-on full use
c. Permanent single-user processing
d. Static resource mapping
Answer: a. On-demand allocationscribd+1
Which platform allows code-free AI model building in the cloud?
a. Azure ML Designer
b. Notepad++
c. Basic TextPad
d. Windows Registry Editor
Answer: a. Azure ML Designerwhizlabs+1
Security for cloud AI can be enhanced by?
a. Multi-factor authentication
b. Disabling autostart
c. Setting desktop backgrounds
d. Alphabetized program lists
Answer: a. Multi-factor authenticationgyansetu+1

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