What role does data play in AI based applications ? Name any two sources of online data collection for building any AI based application.
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer
Role of Data in AI: Data acts as the training input for AI models. AI becomes intelligent based on the data it is trained on; the quality and type of data determine the accuracy and performance of the AI application.
Two sources of online data collection:
- Price comparison websites (e.g., PriceGrabber, Shopzilla)
- Social media platforms / Email services (e.g., spam filter data)
Source: Chapter 1, Section 1.2 – Introduction to AI Domains
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Explanation
- The first part (role of data) must mention that AI is trained on datasets and its intelligence depends on the data fed into it.
- For the two sources, the passage directly mentions price comparison websites and email filters as online data-driven applications — these are safe, textbook-based choices.
- Avoid writing lengthy definitions; 2-mark answers need concise, to-the-point responses.
- The key phrase examiners look for: "AI becomes intelligent according to the training it gets" — paraphrase this to show understanding.