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What are the sources of machine learning data?

An example of an AI chatbot conversation about sources of data for machine learning.

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You

What are the main sources of data used in machine learning?

MagicBuddy
MagicBuddy

The main sources of data for machine learning include structured data from databases, unstructured data from text and images, and real-time data from sensors.

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You

Can you give examples of structured and unstructured data?

MagicBuddy
MagicBuddy

Sure! Structured data includes spreadsheets and SQL databases, while unstructured data includes social media posts, images, and videos.

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You

How do companies collect this data?

MagicBuddy
MagicBuddy

Companies collect data through surveys, web scraping, APIs, and by leveraging user interactions on their platforms.

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You

Are there any ethical concerns regarding data collection?

MagicBuddy
MagicBuddy

Yes, ethical concerns include privacy issues, consent, and the potential for bias in the data collected.

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