Generative AI – specifically ChatGPT – has taken the world by storm. From writing about AI in a Shakespearean style to basic programming, ChatGPT promises to disrupt existing workflows and reengineer daily life. In the meantime, companies face another revolution with generative AI. They can remove all the data fed to ChatGPT, then replace it with a company’s […]
Blockchain Technology Demystified
Prepare for blockchain technology to play a significant role in business, society, and almost everything. While 45% of CIOs said their organizations had yet to invest in blockchain between 2016 to 2021, that will change as information exchange becomes decentralized and demonstrated use cases show blockchain’s success. Blockchain spans various industries, from real estate, insurance, health care, […]
The Future of Deep Learning
Deep learning (DL) became an overnight “star” when a robot player beat a human player in the famed game of AlphaGo. Deep learning training and learning methods have been widely acknowledged for “humanizing” machines. Many of the advanced automation capabilities now found in enterprise AI platforms are due to the rapid growth of machine learning […]
A Brief History of Semantics
As a word, “semantics” was first used by Michel Bréal, a French philologist (a language historian),in 1883. He studied how languages are organized, how languages change as time passes, and the connections within languages. Gen erally speaking, semantics is the study of language and its meaning. More specifically, semantics can be used to describe how […]
Machine Learning vs. Predictive Analytics
Predictive analytics and machine learning are extremely powerful tools used to predict future outcomes from large amounts of data. They help businesses gain insights, improve efficiency, and make informed decisions. With the big data space estimated to reach a value of $105 billion by 2027 (up from $37 billion in 2018), and 97% of organizations investing in big […]
AI and Machine Learning Trends to Watch in 2023
This article highlights 10 of the biggest trends triggered by technological advancements in artificial intelligence (AI) and machine learning (ML). These trends have collectively revolutionized the way businesses approach everything from education and economics to the environment. The broad AI and machine learning trends include the provisioning of cloud platforms for data activities – accelerating the use […]
Semantic Technology Trends in 2023
The trends of semantic technology are based on the desire to improve the computer’s understanding of data. The goal of combining semantic technology with a computer system is to discover relationships within the data. Semantic technology can be described as tools and methods that can process, categorize, and find patterns in the data. Semantics is […]
Cloud Computing Trends in 2023
The trends in cloud computing are an expression of the cloud services that people and businesses find useful. Public cloud providers offer a broad range of software and services that are generally quicker and more flexible than the in-house versions. In the last few decades, many businesses have included cloud computing as a part of […]
2022 DATAVERSITY Top 20
Every December, we here at DATAVERSITY set aside time to dig through our data and reflect on the hits and misses of the year. We want to know: Which content did you, our data-loving readers, consume and enjoy the most? Which Data Management topics and experts helped you learn valuable new skills, succeed at your […]
Using Graph Technology in the Evolution of AI
Graph technology is being used to promote the evolution of artificial intelligence. Graph databases show how data is interlinked, expressing relationships within the data that cannot be communicated using a tabular SQL system. They work especially well when complex patterns must be identified quickly. Graphs are an excellent tool for inferring relationships and enhancing artificial […]