Without effective and comprehensive validation, a data warehouse becomes a data swamp. With the accelerating adoption of Snowflake as the cloud data warehouse of choice, the need for autonomously validating data has become critical. While existing data quality solutions provide the ability to validate Snowflake data, these solutions rely on rule-based approach that are not … [Read more...] about Detect Data Errors in Snowflake Data in 60 Seconds
big data quality
How to Stop Ignoring Data Cleansing & Take Control of Your Data Quality
Fun fact data cleansing is often ignored. Executives and decision-makers arent aware of data quality problems while mid-level managers and juniors find it irksome to tackle. Research by the Alation State of Data Culture Report, states: Two-thirds of C-level executives at least sometimes ignore data and make decisions based on intuition. No one wants to deal with the tiring task … [Read more...] about How to Stop Ignoring Data Cleansing & Take Control of Your Data Quality
Machine Learning-Based Data Quality Next Frontier for Data Management
Enhancing data quality using machine learning Regardless of how accurate a data system you design, it yields poor results if the quality of data is bad. As part of their data strategy, a number of companies have begun to deploy machine learning solutions. In a recent study, AI and machine learning were named as the top data priorities for 2021, by 61% of respondents. This is … [Read more...] about Machine Learning-Based Data Quality Next Frontier for Data Management
Business Case for leveraging Machine Learning (ML) to Validate Data Lake
Without effective and comprehensive validation, a data lake becomes a data swamp and does not offer a clear link to value creation to business. Organizations are rapidly adopting Cloud Data Lake as the data lake of choice. Given so, the need for validating data in real-time has become critical. Accurate, consistent, and reliable data fuels algorithms, operational processes, and … [Read more...] about Business Case for leveraging Machine Learning (ML) to Validate Data Lake
Chief Data Officer Dallas Summit
For one day only, we'll bring together 60 Data & Analytics Leaders from the largest companies within/near Dallas! This is CDM Media's most sought-after event allowing every attendee the opportunity to build new strong professional connections, catch up with like-minded peers, gain the most current insight from those facing similar challenges, generating ideas and best … [Read more...] about Chief Data Officer Dallas Summit
