As we enter 2023, it is a good time to explore the biggest data analytics and BI trends for this new year. This article will look at the top 12 trends in data analytics and BI, which collectively guide the education, health care, economic, and environment sectors. In a data-first business ecosystem, data and analytics are jointly […]
2023 Predictions for AI, Machine Learning, and NLP
It’s been an exciting year in AI, machine learning, and NLP, with text-to-image generators and large language models delivering some very impressive results and a lot of promise for the future – while noting all of the important caveats about their shortcomings including mitigating societal biases, the possibility of them being used to generate “fake […]
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 […]
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 […]
Please Consider Your Business Users When Selecting an Analytics and Data Search Tool
Business users are business professionals who have expertise in an industry or market arena or perform a function to support the ongoing operation of the business – professionals who may be front-line workers on a production line, finance professionals, sales representatives, non-profit office workers, medical researchers, middle managers, regional managers for retail chains, transportation dispatchers, […]
Get Context-Driven Natural Language Processing for Better Search Results
If your business is focused on data-driven, fact-based decisions, your business users may be leveraging an analytics solution to gather, find, and analyze data. Business goals include improving results and productivity and getting the best results out of your data, as well as gaining meaningful insight into data. But, you certainly want to accomplish all […]
The Role of AI in the Transformation of the Insurance Industry
The insurance industry has been traditionally conservative with technology advances and hesitant to adopt new technologies. However, times are changing, and artificial intelligence (AI) is gaining much attention from insurance companies, who are starting to realize the important role that AI can play in their operations. AI in the insurance industry is poised to bring […]
Mitigating NLP Bias
NLP, natural language processing, is a subfield of linguistics, computer science, and AI that is concerned with interactions between computers and human language. NLP allows computers to process large amounts of natural language data. Specifically, NLP enables computers to process speech and text, interpret, and detect which parts of speech are more important than others by deciphering […]
Advances in Data Warehouses
Data warehouses have advanced in the past few years, adding multiple enhancements and new capabilities. A data warehouse stores business data from a variety of applications and databases. It acts as a single repository, which an organization can access with BI (business intelligence) and analytics tools, before making decisions. A data warehouse provides faster processing […]
AI in Health Care: Trends and Challenges in 2022
Around this time last year, the 2021 AI in Healthcare Survey was released. The results showed growth in natural language processing (NLP), clinicians becoming primary users of AI technology, and a preference for companies using their own data to validate models, among other findings. And while the results didn’t change significantly from last year, there […]