IBM Journey to AI blog

SEPTEMBER 5, 2024

Start small by setting measurable goals and assigning ownership of data domains. Establishing standardized definitions and control measures builds a solid foundation that evolves as the framework matures. Define roles and responsibilities A successful data governance framework requires clearly defined roles and responsibilities.

Data Governance 75

Data Governance Data Quality DataOps Artificial Intelligence 75

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. How does it?

Data Governance 52

Data Governance Deep Learning Deep Learning Artificial Intelligence 52

Pickl AI

DECEMBER 4, 2023

and ‘‘What is the difference between Data Intelligence and Artificial Intelligence ?’. Criteria Data Intelligence Data Information Artificial Intelligence Data Analysis Definition Data Intelligence involves the analysis and interpretation of data to derive actionable insights. Look at the table below.

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

IBM Journey to AI blog

OCTOBER 30, 2023

A successful public health response to a future pandemic will rely on collecting and managing critical data, investing in smart, capable and flexible data modernization systems, and preparing people with the proper knowledge and skills. Lesson 1: Use a data model built for public health.

Data Models 91

Data Models Data Modeling Data Silos Machine Learning 91

DrivenData Labs

MARCH 30, 2023

The financial crime detection track definitely fell in that category! Summary of approach : In our solution, the financial transaction messaging system and its network of banks jointly extract feature values to improve the utility of a machine learning model for anomalous payment detection.

Machine Learning 162

Machine Learning Machine Learning Data Science Algorithm 162

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. This layer is enriched by the integration of MetricFlow , which further sophisticates the metric framework.

Database 52

Database Business Intelligence Business Intelligence Data Silos 52

phData

SEPTEMBER 1, 2023

Sigma and Snowflake offer data profiling to identify inconsistencies, errors, and duplicates. Data validation rules can be implemented to check for missing or invalid values, and data governance features like data lineage tracking, reusable data definitions, and access controls ensure that data is managed in a compliant and secure manner.

Analytics 52

Analytics Analytics Data Analysis Data Analysis 52