Data Sourcing Challenges
Organizations are finding it increasingly difficult to:
- Identify and access appropriate data sources
- Ensure data diversity and representativeness
- Navigate data privacy and regulatory requirements
- Scale data collection efforts efficiently
Data Cleaning and Preparation Issues
The cleaning and preparation of data has become more complex due to:
- Increased data volume and variety
- More stringent quality requirements
- Need for specialized domain expertise
- time and resource constraints