IBM Journey to AI blog

SEPTEMBER 5, 2024

Access to high-quality data can help organizations start successful products, defend against digital attacks, understand failures and pivot toward success. Emerging technologies and trends, such as machine learning (ML), artificial intelligence (AI), automation and generative AI (gen AI), all rely on good data quality.

Data Governance 75

Data Governance Data Quality DataOps Artificial Intelligence 75

Pickl AI

JUNE 28, 2023

Understanding Data Integration in Data Mining Data integration is the process of combining data from different sources. Thus creating a consolidated view of the data while eliminating data silos. Data Quality: It provides mechanisms to cleanse and transform data.

Data Mining 52

Data Mining Data Mining Data Mining ETL 52

Pickl AI

DECEMBER 4, 2023

Data governance and security Like a fortress protecting its treasures, data governance, and security form the stronghold of practical Data Intelligence. Think of data governance as the rules and regulations governing the kingdom of information. It ensures data quality , integrity, and compliance.

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

Flipboard

FEBRUARY 12, 2025

This will only worsen, and companies must learn to adapt their models to unique, content-rich data sources. Model improvements in the future wont come from brute force and more data; they will come from better data quality, more context, and the refinement of underlying techniques.

AI 65

AI AI Data Silos Data Quality 65

Heartbeat

DECEMBER 7, 2023

Data should be designed to be easily accessed, discovered, and consumed by other teams or users without requiring significant support or intervention from the team that created it. Data should be created using standardized data models, definitions, and quality requirements. What is Data Mesh? How does it?

Data Governance 52

Data Governance Deep Learning Deep Learning Data Quality 52

phData

NOVEMBER 13, 2023

Enhanced Collaboration: dbt Mesh fosters a collaborative environment by using cross-project references, making it easy for teams to share, reference, and build upon each other’s work, eliminating the risk of data silos.

Database 52

Database Business Intelligence Business Intelligence Data Silos 52

phData

SEPTEMBER 1, 2023

By combining data from disparate systems, HCLS companies can perform better data analysis and make more informed decisions. See how phData created a solution for ingesting and interpreting HL7 data 4. Data Quality Inaccurate data can have negative impacts on patient interactions or loss of productivity for the business.

Analytics 52

Analytics Analytics Data Analysis Data Analysis 52