Tue.Mar 18, 2025

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Enhancing Multimodal RAG Capabilities Using Docling

Analytics Vidhya

Multimodal Retrieval-Augmented Generation (RAG) is a transformative innovation in AI, enabling systems to process and integrate diverse data types such as text, images, audio, and video. This capability is crucial in addressing the challenge of unstructured enterprise data, which predominantly consists of multimodal formats. By leveraging multimodal inputs, RAG enhances contextual understanding, improves accuracy, and […] The post Enhancing Multimodal RAG Capabilities Using Docling appeare

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Do I Need to Learn MicroPython as a Data Scientist?

KDnuggets

A simple guide that tells you what you need to know about MicroPython and why you should use it as a Data Scientist

IT 116
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AI-Powered Email Marketing: Boost Engagement and Revenue

Smart Data Collective

Transform your email marketing with AI to increase personalization, boost click-through rates, and maximize revenue effortlessly.

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Top 5 Data Visualization Tools for Data Scientists

KDnuggets

Out of many data visualization tools, which five should you use? Three Python libraries, JavaScript, and R library should cover most of your data science needs.

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Going Beyond Chatbots: Connecting AI to Your Tools, Systems, & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

If AI agents are going to deliver ROI, they need to move beyond chat and actually do things. But, turning a model into a reliable, secure workflow agent isn’t as simple as plugging in an API. In this new webinar, Alex Salazar and Nate Barbettini will break down the emerging AI architecture that makes action possible, and how it differs from traditional integration approaches.

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How to Choose the Right Embedding for Your RAG Model

Analytics Vidhya

Imagine a journalist piecing together a storynot just relying on memory but searching archives and verifying facts. Thats how a Retrieval-Augmented Generation (RAG) model works, retrieving real-time knowledge for better accuracy. Just like strong research skills, choosing the best embedding for the RAG model is also crucial for retrieving and ranking relevant information.

Modeling 225
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Getting Started with AutoGluon: Your First Steps in Automated Machine Learning

KDnuggets

Want to build powerful machine learning models in minutes, not weeks? AutoGluon makes it ridiculously easy — no PhD required!

More Trending

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53% of IT leaders see AI replacing headcount — others question that approach

CIO Business Intelligence

Some AI experts have downplayed the technologys potential to replace employees and reduce payrolls, but many IT leaders have a different vision, with more than half saying they expect AI will enable their organizations to cut jobs. Fifty-three percent of IT leaders surveyed for the 2025 AI Priorities Study from CIO.com parent company Foundry say they believe AI capabilities will enable reductions in their organizations workforces.

IT 111
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3 AI Insights from Lex Fridman and Narendra Modi’s Conversation

Analytics Vidhya

On March 16, 2025, Lex Fridman welcomed Narendra Modi, Prime Minister of India, to hisPodcast (#460). The nearly three-hour talk covered leadership, spirituality, and technology. Beyond its personal and spiritual dimensions, the conversation offered deep insights into the mindset fueling Indias rapid tech rise. Modis focus on discipline, self-awareness, and a holistic life approach provides […] The post 3 AI Insights from Lex Fridman and Narendra Modis Conversation appeared first on Analyt

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IBM despliega en San Sebastián su ordenador cuántico modular más avanzado

CIO Business Intelligence

IBM contina afianzando su podero en materia de computacin cuntica. El gigante azul estrecha lazos con el Gobierno Vasco en un intento de consolidar la regin como polo tecnolgico global al desplegar en San Sebastin su ordenador cuntico modular ms avanzado hasta la fecha. En concreto, el despliegue se basa en la colaboracin que ambas partes iniciaron en 2023 al abrigo de la iniciativa BasQ.

Software 109
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LLMs.txt Explained: The Web’s New LLM-Ready Content Standard

Analytics Vidhya

Six months ago, LLMs.txt was introduced as a groundbreaking file format designed to make website documentation accessible for large language models (LLMs). Since its release, the standard has steadily gained traction among developers and content creators. Today, as discussions around Model Context Protocols (MCP) intensify, LLMs.txt is in the spotlight as a proven, AI-first documentation […] The post LLMs.txt Explained: The Web’s New LLM-Ready Content Standard appeared first on Analy

Modeling 140
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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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Deloitte unveils agentic AI platform

CIO Business Intelligence

At Nvidia GTC 2025 in San Jose today, Deloitte announced Zora AI, a new agentic AI platform that offers a portfolio of AI agents for finance, human capital, supply chain, procurement, sales and marketing, and customer service. The platform draws on Deloittes experience from its technology, risk, tax, and audit businesses, and is integrated with all major enterprise software platforms.

Finance 107
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Mistral 3.1 vs Gemma 3: Which is the Better Model?

Analytics Vidhya

The AI landscape is rapidly evolving, with smaller, lightweight models gaining prominence for their efficiency and scalability. After Google DeepMind launched its 27B model Gemma 3, Mistral AI has now released the Mistral 3.1 lightweight model of 24B parameters. This new, fast, and customizable model is redefining what lightweight models can do. It operates efficiently […] The post Mistral 3.1 vs Gemma 3: Which is the Better Model?

Modeling 125
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AI 추론 강화 향한 “급선회”··· 엔비디아 에이전트 AI 구축용 라마 모델 공개

CIO Business Intelligence

18 GTC 2025 AI AI . (multistep math), , , (Llama Nemotron) . AI . (Post-training) . . AI 1 . , . , . 1 AI (LLM) . , (chain of thought) . AI . . 1 . AI 2024 1 o3- . QwQ-32B . .

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New Dataiku RAG Capabilities to Expand Your GenAI Powers

Dataiku

RAG chatbots are one of the most highly adopted GenAI use cases in enterprises around the world. However, organizations are discovering that building truly effective GenAI applications requires more than connecting an LLM to a document store. Indeed, critical blockers persist. For example, when you try to add a PDF report with embedded graphs and tables into a traditional RAG pipeline, the LLM can fail to retrieve the information accurately.

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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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Supercomputación e IA aplicadas a la aviación; Vueling y el BSC exploran nuevos horizontes

CIO Business Intelligence

La aviacin se rinde a la transformacin digital en su afn por explorar nuevos horizontes. Vueling, haciendo gala una vez ms del ADN innovador del que presume , se ala con el Barcelona Supercomputing Center-Centro Nacional de Supercomputacin (BSC-CNS) para impulsar la integracin de soluciones innovadoras basadas en supercomputacin, inteligencia artificial (IA) y computacin cuntica en el sector en el que opera.

IT 102
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5 things that are easier with erwin Data Modeler than SAP PowerDesigner

erwin

As SAP PowerDesigner nears extinction, its time to explore a highly evolved data modeling alternative. And while change is hard, switching to erwin doesnt have to be. So, lets jump right into the top 5 ways erwin Data Modeler will make your job easier than the soon-to-be-unsupported SAP PowerDesigner-osaurus. 1. Streamlined model migration You may be nervous about switching to a new tool, and understandably so.

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El 53% de los líderes de TI ven la IA como un sustituto de la plantilla; otros cuestionan ese enfoque

CIO Business Intelligence

Algunos expertos en inteligencia artificial (IA) han restado importancia al potencial de la tecnologa para sustituir a los empleados y reducir las nminas, pero muchos lderes de TI tienen una visin diferente, y ms de la mitad afirma que espera que la IA permita a sus organizaciones recortar puestos de trabajo. El 53% de los lderes de TI encuestados para el 2025 AI Priorities Study de la empresa matriz de CIO.com , Foundry, afirma que cree que las capacidades de la IA permitirn reducir la plantill

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PIM Optimizes Multilingual e-Commerce Content Management

Jet Global

Thanks to the internet, businesses are expanding their global presence. e-Commerce reaches beyond borders, opening companies to customers outside their home nations. A US company might venture into Canada or Mexico while a German manufacturer sets sights on the European Union, and so forth across the seven continents. As such, the demand is surging for multilingual tools to help sellers connect with these new customers.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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구글 딥마인드, 로봇용 AI 모델 ‘제미나이 로보틱스’ 공개

CIO Business Intelligence

AI . , , . 2.0(Gemini 2.0) AI . (Gemini Robotics), -ER(Gemini Robotics-ER). VLA(vision-language-action) , , . AI AI (Generality), (Interactivity), (Dexterity) . . , , . 2 . , . , , . , . . .

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Congratulations, You Are Now an AI Company

O'Reilly on Data

If your company is building any kind of AI product or tool, congratulations! You are now an AI company. Yes, you’re still a retail company. Or a bank. Or a CPG operation. You’re that plus an AI companylet’s call this an AI as Well company (AIAW)granting you a license to tell sales prospects and investors that you’re doing AI.

Software 148
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기업의 AI 노력이 실패하는 11가지 흔한 이유

CIO Business Intelligence

. . AI AI , . AI . , , . , AI , , . . AI . AI AI ? AI . AI . , , . . AI . AI , , . . , AI , . AI . AI AI , , . AI . AI . (Genpact) AI/ML AI . .

ROI 97
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Implement Amazon EMR HBase Graceful Scaling

AWS Big Data

Apache HBase is a massively scalable, distributed big data store in the Apache Hadoop ecosystem. We can use Amazon EMR with HBase on top of Amazon Simple Storage Service (Amazon S3) for random, strictly consistent real-time access for tables with Apache Kylin. It ingests data through spark jobs and queries the HTables through Apache Kylin cubes. The HBase cluster uses HBase write-ahead logs (WAL) instead of Amazon EMR WAL.

Risk 81
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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

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Why AI productivity benefits require a PC refresh strategy

CIO Business Intelligence

Productivity is one of the key benefits enterprises expect from AI. IT leaders developing IT strategies commonly cite routine task automation and content simplification as two of their top priorities. Research by Foundry showed that improving employee productivity was the most cited business objective driving AI investments (48%). [1] But as businesses seek to realize these benefits, the technology debate is extending beyond data and algorithms to another crucial piece of the overall puzzle: the

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European Cyber Report 2025: 137% more DDoS attacks than last year – what companies need to know

CIO Business Intelligence

Cyberattacks are no longer an abstract threat they dominate risk planning for companies worldwide. The latest Link11 European Cyber Report shows an alarming trend: the number of DDoS attacks has more than doubled, and they are shorter, more targeted, and more technically sophisticated. Organizations that do not continuously evolve their security strategies face significant financial losses and long-term reputational damage.

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Nvidia’s ‘hard pivot’ to AI reasoning bolsters Llama models for agentic AI

CIO Business Intelligence

At Nvidia GTC 2025 in San Jose today, Nvidia launched a new family of open reasoning AI models for building agentic AI platforms. The company has post-trained its new Llama Nemotron family of reasoning models to improve multistep math, coding, reasoning, and complex decision-making. The enhancements aim to provide developers and enterprises with a business-ready foundation for creating AI agents that can work independently or as part of connected teams.

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It’s OK to not love AI. But you should care about how it can help your people

CIO Business Intelligence

By Bryan Kirschner, Vice President, Strategy at DataStax. In an experiment, generative AI (genAI) outperformed doctors at crafting empathetic patient communications. I recently completed another in which genAI outperformed a journalist at displaying empathy for average Americans. Though Im not surprised by AI-uber-skeptic Ed Zitrons criticism of the business of genAI in a blog titled There Is No AI Revolution , I was taken aback by what he had to say about its value to people in general [emphas

IT 87
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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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Los líderes de TI están impulsando una nueva era de la computación en la nube

CIO Business Intelligence

En la empresa ficticia Tech Innovations Inc., una empresa de software de tamao medio, la rpida adopcin de la tecnologa cloud se consider en su da un paso transformador hacia la agilidad y la escalabilidad. En un principio, la empresa migr sus aplicaciones a un conocido proveedor de nube pblica, cautivada por las promesas de ahorro de costes y gestin sin esfuerzo.

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The smart, strategic moves CIOs must make to leverage AI for business transformation

CIO Business Intelligence

AI-infused applications such as Microsoft Copilot + PCs are transforming the workforce by automating routine tasks and personalizing employee experiences. According to Foundrys 2024 Tech Priorities study, 89% of IT decision-makers have reported researching, piloting, or deploying AI-enabled technologies. [1] However, expanding AI within organizations comes with challenges, including high per-seat licensing costs, increased network loads from cloud-based services, environmental impacts from energ

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어도비, ‘에이전트 오케스트레이터’ 공개··· AI 에이전트 관리 기능 강화

CIO Business Intelligence

(Adobe Summit) (Agent Orchestrator) 18 . AI . , 10 AI . AEP AI . AI , , . , , , , . , . (Experience Platform Agents) . CDP, , , . 10 AI . : , . : . : . : . : , , . : .

B2B 66
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Nueve métricas clave para el éxito de TI

CIO Business Intelligence

Los lderes de TI se estn ahogando en mtricas , y muchos se encuentran hasta el cuello de indicadores clave de rendimiento (KPI) en un mar aparentemente sin fondo de herramientas de medicin. El resultado es prdida de tiempo, confusin y, en algunos casos, perspectivas contradictorias. Hay varias mtricas importantes que pueden utilizarse para lograr el xito de TI , dice Jonathan Nikols, vicepresidente senior de Ventas Empresariales Globales para Amrica en Verizon.

ROI 66
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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.