For the last decade, AI has been accelerating at a staggering pace. According to MarketsandMarkets, the industry is expected to reach $42.4 billion in 2023. It’s clear there’s no slowing down in sight, and we’re starting to realize it with the debut of powerful new AI-powered products and services across industries. But what’s actually driving this […]
ML Model Operationalization Is a Key Challenge and Opportunity for 2023
As we head into 2023, machine learning (ML) professionals are taking stock of the past year and identifying potential key opportunities moving forward. To that end, my company recently polled 200 U.S.-based ML decision-makers to better understand what those opportunities might be. One area we focused on was the challenge behind operationalizing machine learning, which respondents […]
What to Expect in 2023: AI and Graph Technology
2023 will bring exciting advances in AI and graph technology. One of the most compelling innovations will be the ability for quantum programs to be turned into graphs and vice versa. Natural language understanding will become part of AI models. The adoption of standards-based semantic layers will spike as they enable data selection through business terms. Graph […]
The AI Bill of Rights Is a Great Step – But More Is Needed
The Office of Science and Technology Policy (OSTP) of the White House has issued the blueprint of the AI Bill of Rights. This document describes the rights that should be protected when implementing automated systems using AI technology. The paper lists the following five principles that define these rights: 1. The right to be protected against unsafe […]
Health Care AI: A Failure of Ambition
Few fields are as aligned with technological development as medicine. It’s fair to say that medicine as a practice has been transformed by technology and now completely relies on it across all its facets, like drug development, medical diagnosis, and augmentation with prosthetic limbs. It’s been the source of new technology developments, such as MRI […]
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 […]
2023 Predictions: The Rise of Data and AI
The increasing complexity of a digital-first world shows no sign of abating in 2023. And with looming economic uncertainty, organizations will turn to technology as they navigate concerns. We believe that data and AI will ultimately determine business success. Those organizations able to harness the vast volume of data and turn it into actionable insights […]
Data Quality Best Practices to Discover the Hidden Potential of Dirty Data in Health Care
Dirty data – data that is inaccurate, incomplete, or inconsistent – costs the U.S. $3.1 trillion per year, according to IBM. Along with the staggering cost, it prevents health care stakeholders from realizing the enormous potential value that they could be realizing from downstream analytics, including population health management, value-based care, and digital health. Health plans will […]
AI Trends for 2023: Sparking Creativity and Bringing Search to the Next Level
2022 was a big year for AI, and we’ve seen significant advancements in various areas – including natural language processing (NLP), machine learning (ML), and deep learning. Unsupervised and self-supervised learning are making ML more accessible by lowering the training data requirements. Large language models (LLMs) have shown impressive capabilities not just in natural language […]