Data-Quality
All articles
14 total
AI Data Cleaning and Normalization
AI detects and fixes data quality issues - inconsistent formats, …
Ideas
Added 28 Mar
·
Upd 30 May
·2 min
AI Spark: Smart Data Entry Validation
Use AI to validate, correct, and complete data entry in real-time, …
Ideas
Added 28 Mar
·
Upd 30 May
·2 min
AI-Automated Regulatory Reporting for Financial Services
Automated generation, validation, and submission of regulatory reports …
Solutions
Added 28 Mar
·
Upd 30 May
·3 min
Data Contract
What data contracts are, how schema-first agreements between data …
Glossary
Added 28 Mar
·
Upd 30 May
·3 min
Data Contract Pattern for AI Systems
Implementing schema contracts between data producers and AI consumers: …
Patterns
Added 28 Mar
·
Upd 30 May
·3 min
Data Labeling Strategies, Tools, and Quality Assurance
How to design labeling workflows, choose tools, manage annotators, and …
Guides
Added 28 Mar
·
Upd 30 May
·3 min
Data Preparation for AI Projects
A Practical Guide
Guides
Added 24 Mar
·
Upd 30 May
·4 min
Data Quality
What data quality means for AI systems, the dimensions of data quality, …
Glossary
Added 28 Mar
·
Upd 30 May
·3 min
Data Quality Validation for AI Systems
How to implement data quality validation for AI workloads using Great …
Guides
Added 28 Mar
·
Upd 30 May
·3 min
Developing a Data Strategy for AI Initiatives
How to assess, prepare, and govern your organization's data assets to …
Guides
Added 28 Mar
·
Upd 30 May
·3 min
Great Expectations
Data Validation and Quality
Tools
Added 28 Mar
·
Upd 30 May
·3 min
Great Expectations vs Deequ for Data Quality
Comparing Great Expectations and AWS Deequ for data quality validation …
Comparisons
Added 28 Mar
·
Upd 14 Jun
·6 min
Ground Truth
What ground truth is in machine learning, how verified correct labels …
Glossary
Added 28 Mar
·
Upd 30 May
·2 min
Medallion Architecture
Bronze, Silver, Gold Data Quality Layers
Frameworks
Added 28 Mar
·
Upd 30 May
·4 min
Open source projects