Microsoft Azure AI Fundamentals (AI-900)Describe AI workloads and considerationsEasy
A retail company wants to analyze customer reviews and feedback from various online platforms to understand sentiment towards their products. Which AI workload is best suited for this task?
- APredictive Analytics
- BNatural Language Processing (NLP)
- CComputer Vision
- DAnomaly Detection
Show answer & explanationAnswer & explanation
Correct answer: B. Natural Language Processing (NLP)
Natural Language Processing (NLP) is designed to enable computers to understand, interpret, and generate human language, making it ideal for sentiment analysis of text data.
Why the other options are wrong
- A. Predictive Analytics uses historical data to forecast future events, but doesn't inherently process human language for sentiment.
- C. Computer Vision deals with images and videos, not text-based customer reviews.
- D. Anomaly Detection focuses on identifying unusual patterns or outliers in data, not understanding language.
Natural Language Processing (NLP)
An AI workload focused on enabling computers to understand, interpret, and generate human language.
- Used for sentiment analysis, chatbots, language translation.
- Processes text and spoken language.
- Key for human-computer interaction through language.
Memory trick: Computers talking and understanding like us is NLP.