B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
70%
70% -- real data requirement decrease rate for machine learning training data (2024)
Gartner projects that the amount of real data required for machine learning will decrease by 70% within three years.
- Projection by Gartner
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
70%
Unit
Percentage
Data Vintage
2024
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Gartner
Primary
Tier C
https://fsstudio.com/synthetic-data-helps-marketing-professionals-advance-ad-creatives/ ↗
Source Article
Synthetic Data Helps Marketing Professionals Advance Ad Creatives - FS Studio | Simulation Platforms & Synthetic Data for PhysicalAI
By Bobby Carlton
Due to the complexity of data collection and activation, digital marketing leaders are turning to synthetic data to protect their customers’ privacy and maximize their effectiveness.
As digital advertising continues to evolve, data will become more important. This is why it’s import…
Original Research
Gartner
· Original study ↗
Methodology
Gartner projection cited by FS Studio; three-year forecast window
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
machine learning training data: 70% real data requirement decrease rate. Source: Gartner (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/real-data-requirement-decrease-70-percent
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<blockquote cite="https://lighthousedata.io/data/real-data-requirement-decrease-70-percent" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>70%</strong> -- real data requirement decrease rate for machine learning training data<br><small>Source: Gartner (2024) · <a href="https://lighthousedata.io/data/real-data-requirement-decrease-70-percent" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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