Azure Cloud Fundamentals (Week 4)
What is Azure Databricks primarily based on for analytics? Apache Hadoop Apache Spark Apache Hive Apache Kafka
Apache Spark
What is Synthetic Data in machine learning terms? Artificially generated data without accurate identifiers Real data with encrypted properties Simulated data with real identifiers Actual data with identifying properties
Artificially generated data without accurate identifiers
Which Azure service is used for creating complex data pipelines for both cloud-based and local data repositories? Azure Data Factory Microsoft Purview Azure Data Catalog Azure Data Lake
Azure Data Factory
Which Azure service is a managed Hadoop cloud service for big data analytics? Azure Data Factory Azure Analysis Services Azure Databricks Azure HDInsight
Azure HDInsight
What is the Chat-GPT technology mentioned in the context of Azure? Enterprise-quality AI models Cloud service for virtual agents Microsoft's chatbot service Azure OpenAI Service
Azure OpenAI Service
What does Azure Machine Learning Services (AMLS) allow users to do without programming skills? Perform serverless integration Create customized models for machine learning Manage metadata for enterprise use Develop complex data pipelines
Create customized models for machine learning
What does Generative AI do after learning from data? Analyzes patterns Replicates data Generates innovative new creations Encrypts data
Generates innovative new creations
Why is it mentioned that organizations are not prepared to manage the risks of fast-moving AI innovation? Inclination to cut corners around model governance Lack of AI technologies Slow adoption of AI Overemphasis on security
Inclination to cut corners around model governance
What is the purpose of Virtual Agents or Conversational AI agents? Interact with customers Generate creative content Analyze data Process real-life images
Interact with customers
In AI, what does IoT stand for? Internet of Technology Integrated Operations Toolkit Intelligent Object Tracking Internet of Things
Internet of Things
What is the purpose of Azure Monitor in the context of Azure Data Factory? Serverless integration Monitoring service for performance Data encryption Data visualization
Monitoring service for performance
What does NLP stand for in the context of AI? New Language Processing Natural Language Processing Networked Linguistic Patterns Neural Language Programming
Natural Language Processing
What is Computer Vision (CV) primarily used for in AI? Processing real-life images Processing language Analyzing data Generating synthetic data
Processing real-life images
What is Azure Stream Analytics used for? NoSQL database Data warehousing Real-time stream processing Batch processing
Real-time stream processing
What are the four characteristics of big data known as the four Vs? Velocity, Variety, Veracity, and Volume Value, Vortex, Version, and Visual Validity, Vibration, Versatility, and Volume Velocity, Value, Vortex, and Variety
Velocity, Variety, Veracity, and Volume
Which step in designing and developing a big data solution involves evaluating the goals and purpose of big data goals? Architecture Configuration Evaluation Production
Evaluation
What is the common misconception mentioned about AI and machine learning in the text? AI has limited applications AI and machine learning will take away jobs AI technologies are not evolving Machine learning is not part of A
AI and machine learning will take away jobs
In the field of AI, what is Azure OpenAI Service mainly focused on? Chatbot development Cloud development IoT applications Enterprise AI models
Enterprise AI models
Which factor is NOT used to classify big data architecture? Deployment Model Data Volume Data Validity Data Velocity
Data Validity
What does Microsoft Purview (formerly Azure Purview) provide in the area of data governance? Data discovery and governance Big data analytics Real-time stream processing Data integration and pipeline management
Data discovery and governance
What is the purpose of Azure Data Factory? Analytics and machine learning Data integration and pipeline management Real-time stream processing Data warehousing
Data integration and pipeline management
What is Azure Analysis Services used for? Data integration and pipeline management Real-time stream processing Big data analytics Data model in the cloud for analytics
Data model in the cloud for analytics
What type of analytics involves analyzing past data to understand the cause and effect of events? Prescriptive Data Analytics Descriptive Data Analytics Predictive Data Analytics Diagnostic Data Analytics
Diagnostic Data Analytics
What is the significance of organizations developing trustworthy purpose-driven AI, according to Gartner? Reduced model governance Improved job security Decreased AI innovation Enhanced transparency and consumer protection
Enhanced transparency and consumer protection
