Applied Data Analytics FULL EXAM
QUESTIONS WITH COTRRECT
ANSWERS GRADED A+ FOR 2026
ASSURED EXCEL!!
BUSINESS ANALYTICS & BIG DATA – FULL EXAM ARRANGEMENT
1. Business Analyst Role
CORRECT ANSWER:
Primarily the consumer of analytics utilizes analytics to optimize business solutions and provide
better insights and efficiencies.
They work with analytics modelers and architects (specialists).
Rationale:
A Business Analyst is the end-user of analytics outputs. They interpret results, identify business
problems, and use insights to improve organizational performance. They do not usually build
models or infrastructure.
Key Exam Point:
Business Analyst = Consumer of analytics (decision-maker)
2. Analytic Modelers
CORRECT ANSWER:
Analytic specialists who:
• Construct databases
• Develop analytics scripts and models
• Design visualizations and dashboards for analytics consumers
They are producers of analytics.
Rationale:
, Analytic modelers are technical professionals who build the analytical models and data
structures used in business intelligence systems.
Key Exam Point:
Modelers = Build + Analyze + Visualize
3. Analytic Architect
CORRECT ANSWER:
Analytics technology experts who:
• Create infrastructure
• Configure and implement business intelligence applications
• Establish data standards and management procedures for sustainable analytical systems
They are data enablers.
Rationale:
Analytic architects design the overall analytics environment, ensuring systems, tools, and data
standards work together effectively.
Key Exam Point:
Architect = Builds analytics ecosystem
4. Big Data Characteristics
CORRECT ANSWER:
• Volume = tera, peta, zeta scale data
• Variety = structured + unstructured data
• Velocity = data in motion (streaming)
• Veracity = trustworthiness/cleansing of data
Rationale:
Big Data is defined by the “4 Vs,” describing scale, complexity, speed, and reliability of data.
Key Exam Point:
QUESTIONS WITH COTRRECT
ANSWERS GRADED A+ FOR 2026
ASSURED EXCEL!!
BUSINESS ANALYTICS & BIG DATA – FULL EXAM ARRANGEMENT
1. Business Analyst Role
CORRECT ANSWER:
Primarily the consumer of analytics utilizes analytics to optimize business solutions and provide
better insights and efficiencies.
They work with analytics modelers and architects (specialists).
Rationale:
A Business Analyst is the end-user of analytics outputs. They interpret results, identify business
problems, and use insights to improve organizational performance. They do not usually build
models or infrastructure.
Key Exam Point:
Business Analyst = Consumer of analytics (decision-maker)
2. Analytic Modelers
CORRECT ANSWER:
Analytic specialists who:
• Construct databases
• Develop analytics scripts and models
• Design visualizations and dashboards for analytics consumers
They are producers of analytics.
Rationale:
, Analytic modelers are technical professionals who build the analytical models and data
structures used in business intelligence systems.
Key Exam Point:
Modelers = Build + Analyze + Visualize
3. Analytic Architect
CORRECT ANSWER:
Analytics technology experts who:
• Create infrastructure
• Configure and implement business intelligence applications
• Establish data standards and management procedures for sustainable analytical systems
They are data enablers.
Rationale:
Analytic architects design the overall analytics environment, ensuring systems, tools, and data
standards work together effectively.
Key Exam Point:
Architect = Builds analytics ecosystem
4. Big Data Characteristics
CORRECT ANSWER:
• Volume = tera, peta, zeta scale data
• Variety = structured + unstructured data
• Velocity = data in motion (streaming)
• Veracity = trustworthiness/cleansing of data
Rationale:
Big Data is defined by the “4 Vs,” describing scale, complexity, speed, and reliability of data.
Key Exam Point:
