Preparing Practice Exam…
Please wait a moment while the system generates the exam questions, answers, and study session.
Please wait a moment while the system generates the exam questions, answers, and study session.
Microsoft Certified: Azure Data Fundamentals · Microsoft
Hot Area / Sentence Completion
Select the appropriate option to complete the statement. Click Check Answer below to see the marked solution.
Hotspot Solution:
I think, the answer is correct. key job roles that deal with data in most organizations are: • Database administrators manage databases, assigning permissions to users, storing backup copies of data and restore data in the event of a failure. • Data engineers manage infrastructure and processes for data integration across the organization, applying data cleaning routines, identifying data governance rules, and implementing pipelines to transfer and transform data between systems. • Data analysts explore and analyze data to create visualizations and charts that enable organizations to make informed decisions. processes raw data into relevant insights based on identified business requirements to deliver relevant insights.
Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.
A data analyst works closely with the business to understand: Business requirements Business rules How data should be interpreted and used for reporting and decision‑making Because of this, the data analyst is responsible for identifying which business rules must be applied to the company’s data (for example, how to calculate revenue, how to classify customers, what filters to apply, etc.). Why not the others? Data engineer → Builds and maintains data pipelines and systems; implements rules but usually doesn’t define them. Data scientist → Focuses on advanced analytics, machine learning, and predictions rather than defining business rules. ✅ Final Answer: A data analyst
Data Analyst: A data analyst processes raw data into relevant insights based on identified business requirements to deliver relevant insights. https://learn.microsoft.com/en-us/training/modules/explore-roles-responsibilities-world-of-data/2-explore-job-roles
Data Engineers (B): While they focus on building and maintaining data infrastructure, they may also ensure that the data pipelines adhere to business rules. Data Scientists ©: They apply advanced analytical techniques and may develop models that incorporate business rules, but their primary focus is on extracting insights and making predictions.