AI-900 Question 6
Select 2You are tasked with developing an AI solution for a retail company. The solution should analyze customer purchase patterns to recommend products and predict future sales trends. Which features of common AI workloads are most relevant to this scenario?
- A
Recommendation systems
- B
Anomaly detection
- C
Predictive analytics
- D
Computer vision
- E
Natural language processing
Show answer and explanation
Correct answers: A, C
Explanation
The scenario requires analyzing purchase patterns to recommend products and predict trends. Recommendation systems are key for suggesting products based on customer behavior, while predictive analytics helps forecast future sales trends. Other features, like anomaly detection, computer vision, and natural language processing, are not directly relevant to this specific workload.
- A. Correct.
Recommendation systems are used to suggest products or services to users based on their preferences or historical data, making it highly relevant to analyzing customer purchase patterns.
- B. Incorrect.
Anomaly detection focuses on identifying outliers or unusual patterns in data, which is not the primary goal in this scenario.
- C. Correct.
Predictive analytics involves forecasting future trends based on historical data, which aligns with the goal of predicting future sales trends.
- D. Incorrect.
Computer vision involves analyzing and interpreting visual data, such as images or videos, which is not applicable to this scenario.
- E. Incorrect.
Natural language processing is used for understanding and processing human language, which is not a requirement for analyzing purchase data or predicting trends in this case.