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!
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.
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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
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.
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
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!
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 Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
KDnuggets
NOVEMBER 19, 2024
Interested in data analytics? Here's a list of Python libraries you cannot do without.
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.
KDnuggets
NOVEMBER 19, 2024
Check out this local AI model manager similar to Ollama, but better.
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.
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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?
KDnuggets
NOVEMBER 19, 2024
100% online master’s program with flexible schedules designed for working professionals. Enrolling now for March 3rd.
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.
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.
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.
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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.
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.
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.
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
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.
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📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.
Smart Data Collective
NOVEMBER 19, 2024
AI technology can play an integral role in building stronger business relationships in 2024.
CIO Business Intelligence
NOVEMBER 19, 2024
As industries continue to evolve, the integration of digital technologies to streamline service processes is no longer a luxury—it’s a necessity. In today’s digital age, automation, the Internet of Things (IoT), and artificial intelligence (AI) have moved from supporting roles to driving fundamental shifts across industries. In today’s hyper-competitive environment, organizations are harnessing technology to innovate and maintain relevance.
Smart Data Collective
NOVEMBER 19, 2024
AI is invaluable for cybersecurity professionals trying to help stop unauthorized access to their complex IT ecosystems.
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
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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.
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.
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.
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.
CIO Business Intelligence
NOVEMBER 19, 2024
A cloud analytics migration project is a heavy lift for enterprises that dive in without adequate preparation. If expectations around the cost and speed of deployment are unrealistically high, milestones are missed, and doubt over potential benefits soon takes root. But this scenario is avoidable. The right tools and technologies can keep a project on track, avoiding any gap between expected and realized benefits.
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.
AWS Big Data
NOVEMBER 19, 2024
AWS Lake Formation makes it straightforward to centrally govern, secure, and globally share data for analytics and machine learning (ML). With Lake Formation, you can centralize data security and governance using the AWS Glue Data Catalog , letting you manage metadata and data permissions in one place with familiar database-style features. It also delivers fine-grained data access control, so you can make sure users have access to the right data down to the row and column level.
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
Analytics Vidhya
NOVEMBER 19, 2024
QR codes can be seen everywhere. Especially on restaurants , petrol pumps , shops mainly for making payments. There are multiple other applications also. The main reason is it is an easy way to store information in the form of a small, easy-to-scan image. In this guide, I will help you mastering QR […] The post Master QR Code Creation and Customization with Python appeared first on Analytics Vidhya.
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.
Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali
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.
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