O'Reilly on Data

NOVEMBER 19, 2024

Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. The haphazard results may be entertaining, although not quite based in fact. Chunk your documents from unstructured data sources, as usual in GraphRAG.

Unstructured Data 318

Unstructured Data Structured Data Statistics Modeling 318

IBM Big Data Hub

OCTOBER 3, 2023

If you play fantasy football, you are no stranger to data-driven decision-making. Every week during football season, an estimated 60 million Americans pore over player statistics, point projections and trade proposals, looking for those elusive insights to guide their roster decisions and lead them to victory.

Modeling 90

Modeling Statistics Consulting Unstructured Data 90

IBM Big Data Hub

OCTOBER 12, 2022

If you play fantasy football, you are no stranger to the concept of data-driven decision making. Every week during football season, an estimated 60 million Americans pore over player statistics, point projections, and trade proposals, looking for that elusive insight that will guide their roster decisions and lead them to victory.

Unstructured Data 78

Unstructured Data Consulting Statistics Data-driven 78

CIO Business Intelligence

AUGUST 21, 2024

The flashpoint moment is that rather than being based on rules, statistics, and thresholds, now these systems are being imbued with the power of deep learning and deep reinforcement learning brought about by neural networks,” Mattmann says. The systems are fed the data, and trained, and then improve over time on their own.”

Risk 136

Risk Insurance Cost-Benefit Software 136

AWS Big Data

JUNE 9, 2023

Using column statistics , Iceberg offers efficient updates on tables that are sorted on a “key” column. Using data skipping with column statistics, Delta offers efficient updates on tables that are sorted on a “key” column. Using column statistics , Iceberg offers efficient updates on tables that are sorted on a “key” column.

Data Lake 130

Data Lake Metadata Statistics Optimization 130

IBM Big Data Hub

AUGUST 17, 2023

Subscribe to keep up with IBM AI innovations via email Leveraging watsonx to drive deeper engagement For several years, the US Open had drawn on IBM’s expertise to automate the creation of AI-generated highlight reels—a solution that earned the IBM sports and entertainment team an Emmy® Award.

Consulting 51

Consulting Digital Transformation Recreation/Entertainment Unstructured Data 51