Analytics Vidhya

NOVEMBER 3, 2023

Human-like conversational skills of LLMs combined with vector retrieval methods make it much easier to extract answers from large documents. Introduction Question and answering on custom data is one of the most sought-after use cases of Large Language Models.

Interactive 306

Interactive Modeling Analytics IT 306

Analytics Vidhya

FEBRUARY 14, 2024

This innovative tool empowers users to interact with their documents and YouTube videos locally, leveraging the power of NVIDIA RTX GPUs. NVIDIA unveils Chat with RTX, a novel AI chatbot designed to revolutionize data analysis on Windows PCs. Let’s delve into the features and potential of this exciting new development.

Interactive 305

Interactive Analytics Technology 305

CIO Business Intelligence

MARCH 19, 2025

And because these are our lawyers working on our documents, we have a historical record of what they typically do. We get a lot of documents from 20,000 customers, in all sorts of formats, says Brian Halpin, the companys senior managing director of automation. That adds up to millions of documents a month that need to be processed.

Software 143

Software Risk Enterprise Cost-Benefit 143

AWS Big Data

OCTOBER 17, 2024

Kinesis Data Analytics for SQL has been denoted a legacy offering since 2021 on our marketing pages, the AWS Management Console , and public documentation. With notebooks, you get a simple interactive development experience combined with the advanced capabilities provided by Flink.

Management 137

Management Data Analytics Analytics Recreation/Entertainment 137

CIO Business Intelligence

JANUARY 21, 2025

Build toward intelligent document management Most enterprises have document management systems to extract information from PDFs, word processing files, and scanned paper documents, where document structure and the required information arent complex.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

O'Reilly on Data

JUNE 11, 2024

Answers enables active learning: interacting with content by asking questions and getting answers, rather than simply ingesting a stream from a book or video. We want interactions to be short, direct, and to the point. Using RAG begs the question: where do the documents come from?

Modeling 340

Modeling Experimentation Interactive Data-driven 340

O'Reilly on Data

MARCH 25, 2025

How synthetic data can accelerate iteration before real users interact with the system. Any scenario in which a student is looking for information that the corpus of documents can answer. If the student finds the interaction helpful. Wrong document retrieval : Debug chunking strategy, retrieval method.

Testing 174

Testing Data-driven Software Measurement 174

Rocket-Powered Data Science

AUGUST 22, 2021

The goals of such activities are to improve customer service, customer interactions, customer engagement, and customer experience (CX) through just-in-time customer assistance, personalization, and loyalty-building activities. Not only is the CX amplified, but so is the EX (Employee Experience).

Data-driven 277

Data-driven Interactive Behavioral Analytics Machine Learning 277

CIO Business Intelligence

OCTOBER 24, 2024

For many, the main channel of interaction with users is the telephone. We end up in a cycle of constantly looking back at incomplete or poorly documented trouble tickets to find a solution.” The number one help desk data issue is, without question, poorly documented resolutions,” says Taylor.

Machine Learning 110

Machine Learning Software Reporting Interactive 110

BA Learnings

JULY 18, 2019

From Direct Interaction With Multiple End Users To Product Owners. With the traditional/waterfall methodology, BAs are expected and encouraged to interact with stakeholders from multiple domains. From Requirements Specification Documents (RSDs) To Product Backlogs RSDs have their merit in the traditional software development lifecycle.

Interactive 266

Interactive Uncertainty Software Management 266

AWS Big Data

NOVEMBER 19, 2024

A common adoption pattern is to introduce document search tools to internal teams, especially advanced document searches based on semantic search. In a real-world scenario, organizations want to make sure their users access only documents they are entitled to access. The following diagram depicts the solution architecture.

Management 98

Management Metadata Manufacturing Testing 98

David Menninger's Analyst Perspectives

OCTOBER 16, 2024

The requirement for operational applications to support real-time interactivity and AI changes this dynamic, with the need for analytic processing of data in the operational data platform to deliver predictions and recommendations to accelerate operational decision-making. Fauna describes its product as a document-relational database.

Internet of Things 214

Internet of Things Data-driven Data Warehouse Interactive 214

CIO Business Intelligence

NOVEMBER 19, 2024

Kevin Weil, chief product officer at OpenAI, wants to make it possible to interact with AI in all the ways that you interact with another human being. An agent is part of an AI system designed to act autonomously, making decisions and taking action without direct human intervention or interaction.

Testing 135

Testing Cost-Benefit Interactive ROI 135

CIO Business Intelligence

OCTOBER 30, 2024

Palo Alto Networks, for example, released three AI-powered Copilots that have the power to transform how cybersecurity professionals interact with their technology environments, enabling them to focus on strategic decision-making and complex problem-solving. Experts across cybersecurity are looking at ways to address these challenges.

Strategy 126

Strategy Reporting Visualization Interactive 126

CIO Business Intelligence

FEBRUARY 26, 2025

Your platform needs to be opened up so the LLM can reason and interact with the platform in an easy way, he says. But when an agent whose primary purpose is understanding company documents and tries to speak XML, it can make mistakes. The actual interactions with the data platforms are handled through existing, secure mechanisms.

IT 141

IT Enterprise Interactive Data Quality 141

O'Reilly on Data

SEPTEMBER 17, 2024

Prompts” implies chat and dialogue, but we’re using it for any kind of interaction, even (especially) if you’re writing software that generates or modifies prompts). Include documents: You can include documents as part of a prompt. So, beyond the abstract ideas above, what do you need to know to use AI effectively?

Modeling 303

Modeling Reporting Sales Testing 303

AWS Big Data

DECEMBER 18, 2024

Lexical search relies on exact keyword matching between the query and documents. For a natural language query searching for super hero toys, it retrieves documents containing those exact terms. Documents are first turned into an embedding or encoded offline and queries are encoded online at search time. See Cohere Rerank 3.5

Metrics 97

Metrics Modeling Data Processing Machine Learning 97

CIO Business Intelligence

NOVEMBER 27, 2024

By eliminating time-consuming tasks such as data entry, document processing, and report generation, AI allows teams to focus on higher-value, strategic initiatives that fuel innovation. Above all, robust governance is essential.

Data Governance 132

Data Governance Risk Insurance Metadata 132

CIO Business Intelligence

JANUARY 9, 2025

GenAI as ubiquitous technology In the coming years, AI will evolve from an explicit, opaque tool with direct user interaction to a seamlessly integrated component in the feature set. Today, such an ML model can be easily replaced by an LLM that uses its world knowledge in conjunction with a good prompt for document categorization.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

datapine

APRIL 15, 2020

17 software developers met to discuss lightweight development methods and subsequently produced the following manifesto : Manifesto for Agile Software Development: Individuals and interactions over processes and tools. Working software over comprehensive documentation. Finalize documentation, where necessary. Finalize testing.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

AWS Big Data

FEBRUARY 21, 2025

Artificial intelligence (AI) has transformed how humans interact with information in two major wayssearch applications and generative AI. Search applications include ecommerce websites, document repository search, customer support call centers, customer relationship management, matchmaking for gaming, and application search.

Dashboards 85

Dashboards Modeling Measurement Interactive 85

AWS Big Data

NOVEMBER 22, 2024

Athena plays a critical role in this ecosystem by providing a serverless, interactive query service that simplifies analyzing vast amounts of data stored in Amazon Simple Storage Service (Amazon S3) using standard SQL. Next, use the dbt Cloud interactive development environment (IDE) to deploy your project.

Data Lake 104

Data Lake Data Warehouse Cost-Benefit Data Transformation 104

CIO Business Intelligence

AUGUST 9, 2024

This breakthrough technology can comprehend and communicate in natural language, aiding the creation of personalized customer interactions and immersive virtual experiences while supplementing employee capabilities. But with generative AI models, organizations can summarize documents, recordings and videos within seconds.

Interactive 143

Interactive Cost-Benefit Modeling Machine Learning 143

AWS Big Data

NOVEMBER 27, 2024

dbt helps manage data transformation by enabling teams to deploy analytics code following software engineering best practices such as modularity, continuous integration and continuous deployment (CI/CD), and embedded documentation. To add documentation: Run dbt docs generate to generate the documentation for your project.

Data Warehouse 111

Data Warehouse Analytics Testing Sales 111

KDnuggets

AUGUST 6, 2024

Learn statistics through interactive books, code examples, cheat sheets, guides, and tools documentation.

Statistics 144

Statistics Interactive Data Science 144

Rocket-Powered Data Science

MAY 21, 2024

To see this, look no further than Pure Storage , whose core mission is to “ empower innovators by simplifying how people consume and interact with data.” document, image, video, audio clip) is reduced (transformed) to a condensed vector representation using deep neural networks.

Cost-Benefit 239

Cost-Benefit Unstructured Data Enterprise Technology 239

O'Reilly on Data

JUNE 7, 2022

Minutes from prior conferences, documents about Methodist rules and procedures, and a few other things. Rather than just building bigger models, researchers and entrepreneurs need to be exploring different kinds of interaction between humans and AI. If that interaction is going to be productive, we will need a lot from AI.

Modeling 364

Modeling Interactive Optimization Deep Learning 364

O'Reilly on Data

JULY 15, 2019

Regulators behind SR 11-7 also emphasize the importance of data—specifically data quality , relevance , and documentation. The authors also emphasize that documentation should be detailed enough so that “parties unfamiliar with a model can understand how the model operates, its limitations, and its key assumptions.”

Machine Learning 52

Machine Learning Management Enterprise Risk Management 52

CIO Business Intelligence

APRIL 30, 2025

An AI briefer could inform a sales pipeline review process, for instance, or an AI trainer could simulate customer interactions as part of an onboarding program, he adds. One area is personalizing on-page digital interactions. Think summarizing, reviewing, even flagging risk across thousands of documents.

IT 139

IT Sales Cost-Benefit Data-driven 139

CIO Business Intelligence

NOVEMBER 4, 2024

Myrddin uses AI to interact intelligently with users. It offers responses based on user questions about specific cybersecurity compliance areas and eliminates the tedious process of wading through documents.

Dashboards 115

Dashboards Risk Risk Management Data-driven 115

CIO Business Intelligence

DECEMBER 20, 2024

Its become ultra-important for CISOs to monitor LLM interactions, track protected source code in cloud repositories (repos), and prevent unauthorized AI indexing of intellectual property and other private data. AI usage may bring the risk of sensitive data exfiltration through AI interactions.

Risk 105

Risk Measurement Interactive Modeling 105

AWS Big Data

MAY 2, 2025

Applications are increasingly using AI and search to reinvent and improve user interactions, content discovery, and automation to uplift business outcomes. They consist of: A data sample of the documents you want to index. A pipeline of processors that apply transforms on ingested documents.

Machine Learning 92

Machine Learning Visualization Dashboards Metadata 92

AWS Big Data

OCTOBER 14, 2024

Amazon Athena provides interactive analytics service for analyzing the data in Amazon Simple Storage Service (Amazon S3). Amazon EMR provides a big data environment for data processing, interactive analysis, and machine learning using open source frameworks such as Apache Spark, Apache Hive, and Presto.

Metadata 105

Metadata Data Lake Modeling Data Warehouse 105

CIO Business Intelligence

FEBRUARY 6, 2025

They promise to revolutionize how we interact with data, generating human-quality text, understanding natural language and transforming data in ways we never thought possible. Tableau, Qlik and Power BI can handle interactive dashboards and visualizations. This article reflects some of what Ive learned. And guess what?

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

CIO Business Intelligence

NOVEMBER 7, 2024

TIAA has launched a generative AI implementation, internally referred to as “Research Buddy,” that pulls together relevant facts and insights from publicly available documents for Nuveen, TIAA’s asset management arm, on an as-needed basis. When the research analysts want the research, that’s when the AI gets activated.

IT 132

IT Manufacturing Data Science Modeling 132

datapine

JUNE 5, 2019

Data dashboards provide a centralized, interactive means of monitoring, measuring, analyzing, and extracting a wealth of business insights from relevant datasets in several key areas while displaying aggregated information in a way that is both intuitive and visual. They Are Interactive. What Is A Data Dashboard? click to enlarge**.

Dashboards 316

Dashboards KPI Sales Visualization 316

DataKitchen

NOVEMBER 5, 2024

Finally, the challenge we are addressing in this document – is how to prove the data is correct at each layer.? For example, if data about online customer interactions is delayed due to source system lags, the Gold layer’s customer segmentation analysis may fail to reflect recent behavior, leading to irrelevant or poorly targeted campaigns.

Data Quality 195

Data Quality Testing Metrics Reporting 195