Analytics Vidhya

NOVEMBER 19, 2024

Generative foundation models have revolutionized Natural Language Processing (NLP), with Large Language Models (LLMs) excelling across diverse tasks. However, the field of visual generation still lacks a unified model capable of handling multiple tasks within a single framework. Existing models like Stable Diffusion, DALL-E, and Imagen excel in specific domains but rely on task-specific extensions […] The post OmniGen: A Unified Approach to Image Generation appeared first on Analytics Vidh

Visualization 203

Visualization Modeling Analytics 203

O'Reilly on Data

NOVEMBER 19, 2024

One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). 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.

Unstructured Data 159

Unstructured Data Structured Data Modeling Statistics 159

Analytics Vidhya

NOVEMBER 19, 2024

Output parsers are essential for converting raw, unstructured text from language models (LLMs) into structured formats, such as JSON or Pydantic models, making it easier for downstream tasks. While function or tool calling can automate this transformation in many LLMs, output parsers are still valuable for generating structured data or normalizing model outputs.

Structured Data 197

Structured Data Modeling Analytics IT 197

David Menninger's Analyst Perspectives

NOVEMBER 19, 2024

I previously explained that data observability software has become a critical component of data-driven decision-making. Data observability addresses one of the most significant impediments to generating value from data by providing an environment for monitoring the quality and reliability of data on a continual basis. Maintaining quality and trust is a perennial data management challenge, the importance of which has come into sharper focus in recent years thanks to the rise of artificial intelli

Data Quality 130

Data Quality Dashboards Data-driven Software 130

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Analytics Vidhya

NOVEMBER 19, 2024

Rapid progress in artificial intelligence has transformed creative sectors such as content creation, image generation, and music generation. AI is projected to contribute over $15.7 trillion to the global economy by 2030, and the gaming industry is an integral part of this growth. According to Allied Market Research’s Report, the AI in the video games market alone […] The post Make Your Own Video Game in 7 Easy Steps!

Marketing 150

Marketing Reporting Analytics Technology 150

CIO Business Intelligence

NOVEMBER 19, 2024

Many organizations are mortgaging their futures by reallocating IT resources from long-term projects to achieve short-term wins, according to a recent survey of CEOs. Two-thirds of CEOs surveyed by the IBM Institute for Business Value acknowledge raiding long-term IT projects to achieve short-term goals. At the same time, the CEOs surveyed see a focus on short-term performance as the top barrier to innovation.

Cost-Benefit 116

Cost-Benefit Risk Business Objectives Data-driven 116

CIO Business Intelligence

NOVEMBER 19, 2024

From obscurity to ubiquity, the rise of large language models (LLMs) is a testament to rapid technological advancement. Just a few short years ago, models like GPT-1 (2018) and GPT-2 (2019) barely registered a blip on anyone’s tech radar. But with the advent of GPT-3 in 2020, LLMs exploded onto the scene, captivating the world’s attention and forever altering the landscape of artificial intelligence (AI), and in the process, becoming an essential part of our everyday computing lives.

Testing 114

Testing Cost-Benefit Interactive ROI 114

Analytics Vidhya

NOVEMBER 19, 2024

AI agents are intelligent programs that perform tasks autonomously, transforming various industries. As AI agents gain popularity, various frameworks have emerged to simplify their development and integration. Atomic Agents is one of the newer entries in this space, designed to be lightweight, modular, and easy to use. Atomic Agents provides a hands-on, transparent approach, allowing […] The post Build Agents the Atomic Way!

Analytics 137

Analytics 137

CIO Business Intelligence

NOVEMBER 19, 2024

Generative AI (GenAI) is rapidly emerging as a game changer for enterprises, but turning its potential into measurable value remains a significant challenge. According to a recent IDC study (Future Enterprise Resiliency and Spending Survey, Wave 4, IDC, April 2024), companies are conducting an average of 37 GenAI proofs of concept (POCs), with only five advancing to production.

Consulting 112

Consulting Cost-Benefit Experimentation Optimization 112

KDnuggets

NOVEMBER 19, 2024

Interested in data analytics? Here's a list of Python libraries you cannot do without.

Data Analytics 114

Data Analytics Analytics 114

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Data-driven

CIO Business Intelligence

NOVEMBER 19, 2024

Microsoft and Atom Computing have announced what they claim is a significant step forward in reliable quantum computing, unveiling a commercial quantum machine built with 24 entangled logical qubits. The system, achieved through a combination of Atom Computing’s neutral-atom hardware and Microsoft’s qubit-virtualization technology, aims to address the critical challenge of error detection and correction in quantum computation.

Software 101

Software Technology Optimization Modeling 101

AWS Big Data

NOVEMBER 19, 2024

Today we announced support for three new features for Amazon OpenSearch Serverless : Point in Time (PIT) search, which enables you to maintain stable sorting for deep pagination in the presence of updates, and Piped Processing Language (PPL) and Structured Query Language (SQL), which give you new ways to query your data. Querying with SQL or PPL is useful if you’re already familiar with the language or want to integrate your domain with an application that uses them.

Internet of Things 82

Internet of Things Visualization Structured Data Data Architecture 82

CIO Business Intelligence

NOVEMBER 19, 2024

As enthusiasm for AI and generative AI mounts, creating a winning AI strategy to help reduce operating costs and increase efficiency is easily topping the priority list for IT executives. There’s little question businesses are ready to reap the rewards of AI. Gartner projects that spending on AI software will grow to $297.9 billion by 2027, with overall market growth accelerating from 17.8% to 20.4% in the same timeframe.

Strategy 96

Strategy ROI Advertising IoT 96

AWS Big Data

NOVEMBER 19, 2024

Organizations of all sizes and types are using generative AI to create products and solutions. A common adoption pattern is to introduce document search tools to internal teams, especially advanced document searches based on semantic search. In semantic search, documents are stored as vectors, a numeric representation of the document content, in a vector database such as Amazon OpenSearch Service , and are retrieved by performing similarity search with a vector representation of the search query

Management 80

Management Metadata Manufacturing Testing 80

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Marketing

CIO Business Intelligence

NOVEMBER 19, 2024

La industria de los seguros, aunque tradicionalmente considerada sólida y estable, no está precisamente asociada con la toma de grandes riesgos. Pero Brown & Brown Insurance, con sede en Florida, puso a prueba las convenciones de la vieja escuela cuando se unió a un grupo creciente de organizaciones líderes que estaban remodelando su TI para reflejar el papel omnipresente de la tecnología en la transformación empresarial.

Insurance 96

Insurance Software Technology Consulting 96

AWS Big Data

NOVEMBER 19, 2024

Amazon Managed Workflows for Apache Airflow (Amazon MWAA), is a managed Apache Airflow service used to extract business insights across an organization by combining, enriching, and transforming data through a series of tasks called a workflow. It enhances infrastructure security and availability while reducing operational overhead. Today, we’re excited to announce mw1.micro, the latest addition to Amazon MWAA environment classes.

Metadata 75

Metadata Cost-Benefit Metrics Optimization 75

CIO Business Intelligence

NOVEMBER 19, 2024

Most IT and business executives recognize the necessity of close alignment. They understand that their strategies, capabilities, resources, and management systems should be configured to support the enterprise’s overarching purpose and goals. But the challenge many executives face is that they tend to focus on how their particular area aligns with overall goals, to the exclusion of other facets of the organization.

IT 96

IT Strategy Consulting Business Objectives 96

KDnuggets

NOVEMBER 19, 2024

100% online master’s program with flexible schedules designed for working professionals. Enrolling now for March 3rd.

Data Science 90

Data Science 90

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

CIO Business Intelligence

NOVEMBER 19, 2024

La mayoría de los ejecutivos de TI y de negocios reconocen la necesidad de una alineación estrecha. Entienden que sus estrategias, capacidades, recursos y sistemas de gestión deben configurarse para respaldar el propósito y los objetivos generales de la empresa. Pero el desafío que enfrentan muchos ejecutivos es que tienden a centrarse en cómo su área en particular se alinea con los objetivos generales, excluyendo otras facetas de la organización.

KPI 96

KPI Insurance Consulting IT 96

KDnuggets

NOVEMBER 19, 2024

Check out this local AI model manager similar to Ollama, but better.

Modeling 99

Modeling Management 99

CIO Business Intelligence

NOVEMBER 19, 2024

Muchas organizaciones están hipotecando su futuro reasignando recursos de TI de proyectos a largo plazo para lograr objetivos a corto plazo, según una encuesta reciente a directores ejecutivos. Dos tercios de los directores ejecutivos encuestados por el IBM Institute for Business Value reconocen que se dedican a proyectos de TI a largo plazo para lograr objetivos a corto plazo.

IT 83

IT Strategy 83

Smart Data Collective

NOVEMBER 19, 2024

AI is invaluable for cybersecurity professionals trying to help stop unauthorized access to their complex IT ecosystems.

IT 75

IT 75

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven

CIO Business Intelligence

NOVEMBER 19, 2024

All industries and modern applications are undergoing rapid transformation powered by advances in accelerated computing, deep learning, and artificial intelligence. The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data. The challenges of integrating data with AI workflows When I speak with our customers, the challenges they talk about involve integrating their data and their enterprise AI workflows.

Management 69

Management Unstructured Data Deep Learning Metadata 69

Timo Elliott

NOVEMBER 19, 2024

Here’s the problem with existing IT systems that “work fine” When you suddenly need to find new ways of working, you can’t! Heavily customized, on-premise system just aren’t as agile as modern cloud infrastructures. You have to say “no” more often to changes the business wants, and it takes longer to implement every change.

ROI 52

ROI Risk Modeling Digital Transformation 52

CIO Business Intelligence

NOVEMBER 19, 2024

Microsoft announced a host of additions to its Microsoft Fabric data analytics platform at Microsoft Ignite 2024 in Chicago on Tuesday, including Fabric Databases. The innovations are part of Microsoft’s reimagining of the pillars of Microsoft Fabric with a focus on providing AI-powered tools for data projects and delivering an open and AI-ready data lake.

Data Lake 69

Data Lake Data Processing Optimization Management 69

Dataiku

NOVEMBER 19, 2024

In the latest GenAI Bootcamp session, Chad Covin , technical product marketing specialist at Dataiku, and Nate Kim , sr. field engineer at Dataiku, discussed the common challenges of IT leaders when implementing large language models (LLMs) at scale. They also discussed the solution by introducing us to the Dataiku LLM Mesh architecture. Let's delve into the essence of this webinar.

Marketing 52

Marketing Modeling IT 52

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

Sales

CIO Business Intelligence

NOVEMBER 19, 2024

La firma especializada en soluciones de envases reutilizables para alimentos frescos, IFCO, está de estreno; y es que recientemente ha cortado la cinta inaugural de su nuevo hub digital global en el Pier01 de Tech Barcelona. Con este nuevo paso adelante en la Ciudad Condal, la compañía aspira a reforzar su capacidad para ofrecer seguimiento en tiempo real y análisis basados en datos a sus clientes en todo el mundo, promoviendo la transparencia, eficiencia y sostenibilidad en toda la cadena de su

IoT 68

IoT Technology Management 68

Smart Data Collective

NOVEMBER 19, 2024

AI technology can play an integral role in building stronger business relationships in 2024.

Technology 69

Technology 69

CIO Business Intelligence

NOVEMBER 19, 2024

MasOrange, Telefónica, Vodafone Global y el centro de investigación i2CAT se han unido para poner en marcha el primer laboratorio de APIs Open Gateway multioperador de Europa. Se trata de un entorno concebido para desarrolladores que permitirá a empresas y creadores explorar y aprovechar las capacidades de las telco a través de APIs estandarizadas. El laboratorio, según se ha dado a conocer, tiene como objetivo acelerar la adopción de APIs interoperables, creando casos de uso conjuntos y unifica

68

68

AWS Big Data

NOVEMBER 19, 2024

In the first part of this series , we demonstrated how to implement an engine that uses the capabilities of AWS Lake Formation to integrate third-party applications. This engine was built using an AWS Lambda Python function. In this post, we explore how to deploy a fully functional web client application, built with JavaScript/React through AWS Amplify (Gen 1), that uses the same Lambda function as the backend.

Data Processing 58

Data Processing Metadata Publishing Testing 58

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Visualization