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Data Quote by Peter Norvig

“Simple models and a lot of data trump more elaborate models based on less data.” quote by Peter Norvig
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“Simple models and a lot of data trump more elaborate models based on less data.”

Peter Norvig

About This Quote

Source Talk: Machine learning conference, 2019

Simple models trained on large datasets often outperform complex models trained on limited data.

In simple terms: More data can outweigh model complexity.

Key Takeaway

Prioritize data quantity and simplicity.

Themes

data modeling efficiency

Mood

analytical pragmatic

Type

technical inspirational

When to use this quote

  • startup product development
  • academic research
  • industry deployment

Key Concepts

overfitting scalability resource allocation

Questions to Reflect On

  • How much data is enough for a simple model?
  • When should you choose complexity over simplicity?
A Different Perspective

Complex models may capture nuances that data alone cannot.

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