Data analytics is the science of analyzing raw data to make conclusions about that information. It helps businesses perform ...

To address these issues, two technological routes based on large language models (LLM) have emerged: Text2SQL and DataAgent. They represent two different approaches to data democratization. Text2SQL: ...

1. Introduction: Two Evolutionary Paths to Data Democratization In the wave of digital transformation for enterprises, data analysis capability has become the core of competitiveness. However, ...

Harnessing the power of unstructured data allows companies to discover hidden insights, uncover trends and make data-driven decisions.

Given that, data analytics – helped by such modern technologies as artificial intelligence (AI) and machine learning – has become a must-have capability and in 2022, the importance will be amplified.

IBM is open-sourcing UIMA, its search and text analysis technology that mines unstructured data to uncover hidden relationships and trends.

By using AI to analyse and understand their unstructured data, businesses can gain a deeper and more holistic view of their customers, markets, competitors and operations.

The problem with searching for a needle in a haystack is that the process, by nature, is inefficient. So why has it become a popular analogy for analytics efforts within the enterprise? Because ...

Summary of Unstructured Data: Unstructured data is a vast and growing resource that provides immense value but also poses unique challenges in terms of storage, processing, and analysis.

Imaging Data: Medical images, including X-rays, MRIs, and CT scans, are inherently unstructured. Advanced image analysis algorithms can extract clinically relevant features that contribute to a more ...