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More data beats clever algorithms, but better data beats…

“More data beats clever algorithms, but better data beats more data.” quote by Peter Norvig
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“More data beats clever algorithms, but better data beats more data.”

Peter Norvig

About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Data quality outweighs clever algorithms; superior data outperforms sheer volume.

In simple terms: Better data beats more data and smarter algorithms.

Key Takeaway

Prioritize data quality.

Themes

data science machine learning quality

Mood

pragmatic analytical

Type

technical advice

When to use this quote

  • model training
  • data collection
  • resource allocation

Key Concepts

algorithmic design statistics

Questions to Reflect On

  • What trade‑offs exist between data quantity and quality?
  • How do you assess data usefulness?
A Different Perspective

High‑quality data can be costly to obtain.

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