Machine Learning Models: Structured data is crucial for training many types of machine learning models, particularly for tasks like classification, regression, and prediction.

The data lakehouse architecture is leading this change—particularly for machine learning (ML) and advanced analytics—by combining the strengths of both data lakes and data warehouses.

The potential for machine learning to transform data-intensive businesses is undeniable, but realizing this potential requires more than just an investment in technology.

Our results clearly demonstrate that unstructured data obtained from the clinical notes by NLP are superior to the use of structured data for determining a quantitative estimate of smoking behaviors.

Now, with artificial intelligence (AI) and machine learning (ML) in the mix, there are different considerations for leaders using data analysis to help inform decisions and strategies.

Patients with chronic diseases may have files that include dozens of clinical records that providers may not have time to ...

AWS looks to make RAG easier and automatic with new enterprise AI tools that help organizations with structured data retrieval, GraphRAG and unstructured data support.

Machine learning models—especially large-scale ones like GPT, BERT, or DALL·E—are trained using enormous volumes of data.

Applying gen AI to solve useful problems at scale requires a paradigm shift in how we think about data management and integration. Krishna Subramanian, COO and co-founder of Komprise, walks through ...

New solutions eliminate friction, enabling effortless portability of unstructured data and embeddings across systems — with no downtime, no vendor lock-in, and no added cost.

Snowflake expands AI tools to streamline enterprise data workflows and speed machine learning - SiliconANGLESnowflake expands AI tools to streamline enterprise data workflows and speed machine ...

The future of data engineering lies in this synthesis of human and machine intelligence, powered by LLMs that can bridge the gap between unstructured information and structured data.