Data Governance involves organizing, managing, and monitoring the integrity and security of data in an enterprise’s system. It requires businesses to establish policies and frameworks to facilitate these processes, ensuring that any new or existing data complies with current internal and external regulatory standards such as GDPR. Data Governance metrics help measure the efficacy and impact of a […]
What Are Data Governance Tools?
Data Governance is the practice of creating processes, frameworks, and roles to manage an organization’s data. With today’s data-driven organizations focusing more on generating enormous amounts of data and analyzing them to pivot their business, it has become crucial to manage data the right way. Data Governance tools are the software applications that help you get […]
What Are Data Quality Dimensions?
Data Quality dimensions allow users to measure the quality of the data they have on hand and determine whether it can be used for business or if any further improvements must be made. Without using Data Quality (DQ) dimensions, it can be hard to gauge the value and usefulness of the data. These dimensions, or characteristics, need to be […]
What Are Data Quality Tools?
Data Quality (DQ) tools are software solutions that aid in cleaning data, improving data integrity, and ensuring the accuracy of information. Quality management is a key component of business intelligence and big data. Through Data Quality management, you can ensure that your organization’s data is accurate and relevant. These tools are frequently found within master data […]
What Are Data Regulations?
Data regulations describe policies and laws ensuring that processed data is shared or governed appropriately, where the right data assets go to the right place at the right time. Data regulation falls under the umbrella of Data Governance. Advances in technology, such as cloud computing, allow individual’s or company’s data to be stored cheaply and […]
What Are Machine Learning Algorithms?
A subfield of artificial intelligence, machine learning (ML) uses specific algorithms to analyze datasets and predict outcomes. These algorithms are known as machine learning algorithms. Initially, AI made use of rule-based algorithms – strict systems that used information that was already hard-coded into the system. It wasn’t a flexible approach and could not learn and adapt to new information […]
What Are Microservices?
Microservices are a flexible, single-purpose software program essentially compatible with any application. Think of them like individual pieces of furniture. Each article (e.g., a sofa, chair, or table) can stand apart and function. But the sum of things make-up the whole (e.g. a chair can surround a table for eating in a dining room or […]
What Is a Business Glossary?
A business glossary differs from a data dictionary in that its focal point, Data Governance, goes beyond a data warehouse or database. A business glossary is a means of sharing internal vocabulary within an organization. Most business glossaries share certain characteristics such as standard data definitions and documentation of them; clear definitions with an explanation […]
What Is a Certified Data Management Professional (CDMP)?
Launched by DAMA International in 2004, the Certified Data Management Professional (CDMP) exam and designation has become one of the world’s most recognized certification programs for Data Management professionals. Anyone who passes the exam remains certified for a period of three years. When important changes occur within the industry, the exam gets updated to reflect the new skills and […]
What Is a Chief Data Officer (CDO)?
A Chief Data Officer (CDO) helps bridge the gap between technology and business. This person evangelizes an enterprise-wide Data Management strategy at a senior level. The CDO leads Data Management initiatives, enabling an organization to leverage its data assets and gain a competitive advantage from them. A CDO tends to be part business strategist, adviser, […]