Remove Data Engineering Remove Open Source Remove Presentation
article thumbnail

IDC chief research officer: GenAI, from experimentation to adoption

CIO

The key areas we see are having an enterprise AI strategy, a unified governance model and managing the technology costs associated with genAI to present a compelling business case to the executive team. This involves grounding a commercially available or open-source LLM with your own data.

article thumbnail

Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker

AWS Machine Learning - AI

This approach supports the broader goal of digital transformation, making sure that archival data can be effectively used for research, policy development, and institutional knowledge retention. In this post, we discuss how you can build an AI-powered document processing platform with open source NER and LLMs on SageMaker.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

What is data architecture? A framework to manage data

CIO

Data streaming is data flowing continuously from a source to a destination for processing and analysis in real-time or near real-time. A container orchestration system, such as open-source Kubernetes, is often used to automate software deployment, scaling, and management. Container orchestration.

article thumbnail

What is data science? Transforming data into value

CIO

Organizations need data scientists and analysts with expertise in techniques for analyzing data. Data scientists are the core of most data science teams, but moving from data to analysis to production value requires a range of skills and roles. Data science processes and methodologies. Data science tools.

Data 210
article thumbnail

What is data analytics? Analyzing and managing data for decisions

CIO

More specifically: Descriptive analytics uses historical and current data from multiple sources to describe the present state, or a specified historical state, by identifying trends and patterns. Diagnostic analytics uses data (often generated via descriptive analytics) to discover the factors or reasons for past performance.

Analytics 203
article thumbnail

The top 15 big data and data analytics certifications

CIO

The exam tests knowledge of Cloudera Data Visualization, Cloudera Machine Learning, Cloudera Data Science Workbench, and Cloudera Data Warehouse, as well as SQL, Apache Nifi, Apache Hive, and other open source technologies. The exam consists of 40 questions and the candidate has 120 minutes to complete it.

Big Data 190
article thumbnail

Principal Financial Group uses QnABot on AWS and Amazon Q Business to enhance workforce productivity with generative AI

AWS Machine Learning - AI

This data includes manuals, communications, documents, and other content across various systems like SharePoint, OneNote, and the company’s intranet. Principal sought to develop natural language processing (NLP) and question-answering capabilities to accurately query and summarize this unstructured data at scale.