Data Quote by Peter Norvig
“Simple models and a lot of data trump more elaborate models based on less data.”
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.
Prioritize data quantity and simplicity.
Themes
Mood
Type
When to use this quote
- startup product development
- academic research
- industry deployment
Key Concepts
Questions to Reflect On
- How much data is enough for a simple model?
- When should you choose complexity over simplicity?
Complex models may capture nuances that data alone cannot.