How is data used in AI development?
An example of an AI chatbot conversation about data usage in AI development.
How is data used in AI development?
Data is crucial in AI development as it trains models, improves accuracy, and helps in decision-making.
What types of data are most commonly used?
Common types include structured data, unstructured data, images, text, and audio.
How does data quality affect AI performance?
High-quality data leads to better model performance, while poor data can result in inaccurate predictions.
Can AI work with limited data?
Yes, but it may require techniques like transfer learning or data augmentation to improve outcomes.
What are the ethical considerations regarding data usage?
Ethical considerations include data privacy, consent, and avoiding bias in AI models.
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