A knowledge graph, which can be considered a type of ontology, depicts “knowledge in terms of entities and their relationships,” according to GitHub. An example of a knowledge graph is shown below. Knowledge graphs developed from the need to do something with or act upon information based on context. For example, knowledge graphs help identify […]
What’s in a Name? (aka Data Modeling What?)
Click to learn more about author Thomas Frisendal. This is a summer special, on the lighter side, but addressing a simply overwhelming issue at times. What Are You Talking About? Sometimes the obvious is not that … obvious. Many people know that I am on the graph-y side of the house. But explaining a simple matter like […]
Is Machine Learning a Good Fit for Your Product?
Click to learn more about author Juras Juršėnas. Not all machine learning applications have been met with resounding success. In fact, there’s a lot of disappointment involved. From overly ambitious projects to the expectation of ever being a finished product, machine learning is marred with false hope. I think Andrey Kurenkov has done a stellar […]
A Guide to Predictive Data Analytics (Making Decisions for the Future)
Click to learn more about author Ram Tavva. Everyone wants to succeed in their business, but some might choose an unwise approach toward it, while others might mess with the wrong set of data. A lousy hit wastes a lot of time and energy predicting the future and understanding the newest trends. But those problems […]
What Is a Data Architect?
A data architect provides clear specifications, models, and definitions, translating a business’ Data Strategy into a Data Architecture and implementing this structure to align with an organization’s Data Governance. An architect is one who designs and advises on the construction of something. Data architects take an organization’s raw data and data assets and builds a […]
Tools for Quick Wins with Data Architecture and Data Governance
Data Governance can have various definitions, depending on the audience. To many, Data Governance consists of committee meetings and stewardship roles. To others, it focuses on technical Data Management and controls. Holistic Data Governance combines both of these aspects, and a robust Data Architecture and associated diagrams can be the “glue” that binds business and […]
Press Release: Agenda Announced and Registration Open for the 2021 Data Architecture Online Event
May 18, 2021 — DATAVERSITY Education LLC announced the agenda and opened registration today for the third annual Data Architecture Online (DAO). This free online event will be held at dataarchitectureonline.com on July 14, 2021, from 8 a.m. to 2:30 p.m. Pacific Time. One of several online events hosted by DATAVERSITY, DAO is designed to teach data […]
What Is a Property Graph?
A property graph is a type of graph model where relationships not only are connections but also carry a name (type) and some properties. A property graph excels at showing connections among data scattered across diverse Data Architectures and data schemas. They provide a richer view on how data can be modeled over many different […]
Online Machine Learning: Into the Deep
Click to learn more about author Andrea Ferretti. Online learning is a branch of machine learning that has obtained a significant interest in recent years, thanks to its peculiarities that perfectly fit numerous kinds of tasks in today’s world. Let’s dive deeper into this topic. What Exactly Is Online Learning? In traditional machine learning, often […]
Why Enterprise Data Planning Is Crucial for Faster Outcomes
Click to learn more about author Tejasvi Addagada. Are you planning on strategically using data to improve the efficiencies of your value chains? You are not alone and every organization in this league is looking at ways to augment these customer journeys. This can happen with artificial intelligence models that can make a journey interesting for […]