Data Intelligence – The Data-Centric Approach & How Improving Data Quality Enables Impactful AI
Stratascale Horizon Report
Technology leaders can gain competitive advantage by focusing on improving data quality. A focus on data quality enables impactful new use cases for machine learning algorithms. If leaders neglect data quality and focus more on their models, they may make ineffective technology investments and fall behind their competition.
In this report, Stratascale, an SHI company, provides detailed insights into how organizations should:
- Inspect and thoroughly prepare datasets
- Match model complexity to volume and variability of data
- Employ strategic data collection and labeling in sourcing activities