Question

The primary purpose of Prescriptive Analytics is to:

• A. Uncover root causes and factors contributing to specific outcomes.
• B. Identify patterns, trends, and anomalies in past data.
• C. Forecast future events or behaviour.
• D. Recommend specific actions or interventions based on predictive insights.

Hint:

Prescriptive Analytics = “What should we do?” (Action-oriented insights).

Answer 1

The Correct Option is D

Step 1: Understanding types of analytics.
Analytics ke 4 main types hote hain: Descriptive (past data), Diagnostic (causes), Predictive (future forecasting) aur Prescriptive (decision making).

Step 2: Meaning of prescriptive analytics.
Prescriptive analytics ka main aim hota hai recommendations dena—yaani ki “kya action lena chahiye” based on predictive insights aur data analysis.

Step 3: Analysis of options.
• (A) Diagnostic analytics ka role hai.
• (B) Descriptive analytics ka function hai.
• (C) Predictive analytics ka kaam hai.
• (D) Correct. Prescriptive analytics actionable recommendations deta hai.

Step 4: Conclusion.
Isliye prescriptive analytics ka main purpose recommendations dena hota hai.
Final Answer: Recommend actions based on insights.