Thu.Apr 03, 2025

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Debug and Profile NumPy Code to Identify Performance Bottlenecks

KDnuggets

See how to improve the NumPy execution process by identifying the problems in our code.

93
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A Comprehensive Guide to RAG Developer Stack

Analytics Vidhya

Building a RAG (Retrieval-Augmented Generation) application isnt just about plugging in a few toolsits about choosing the right stack that makes retrieval and generation not just possible but efficient and scalable. Lets say youre working on something like Smart Chat with PDFan AI app that lets users interact with PDFs conversationally. Its not as simple […] The post A Comprehensive Guide to RAG Developer Stack appeared first on Analytics Vidhya.

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Training vs Inference: The Ultimate Alliance

KDnuggets

Check out this essential guide to the difference between training and inference.

75
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5 Affordable Cloud Platforms for Fine-tuning LLMs

Analytics Vidhya

Fine-tuning large language models is no small featit demands high-performance GPUs, vast computational resources, and often, a wallet-draining budget. But what if you could get the same powerful infrastructure for a fraction of the cost? Thats where affordable cloud platforms come in. Instead of paying premium rates on AWS, Google Cloud, or Azure, smart AI […] The post 5 Affordable Cloud Platforms for Fine-tuning LLMs appeared first on Analytics Vidhya.

Modeling 207
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Automation, Evolved: Your New Playbook For Smarter Knowledge Work

Speaker: Frank Taliano

Document-heavy workflows slow down productivity, bury institutional knowledge, and drain resources. But with the right AI implementation, these inefficiencies become opportunities for transformation. So how do you identify where to start and how to succeed? Learn how to develop a clear, practical roadmap for leveraging AI to streamline processes, automate knowledge work, and unlock real operational gains.

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What Does Flossing One Tooth Have to Do with Data Quality?

DataKitchen

Improving data quality can feel overwhelming. There are so many things to fix and so many processes to improve. Where do you even start? Surprisingly, the answer may come from an unusual placeflossing your teeth. Start Small to Build Better Habits In the book Tiny Habits by B.J. Fogg, the author suggests a simple way to build habits. If you want to start flossing your teeth, dont aim for a perfect routine right away.

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Top 10 Tools for Agent Ops

Analytics Vidhya

As AI agents take on more complex tasks, simply building them isnt enough; managing their performance, reliability, and efficiency is just as crucial. Thats where Agent Ops comes in. It helps organizations monitor, optimize, and scale AI agents, ensuring they work seamlessly and adapt to real-world challenges. From AI tools for Agent Ops to agent […] The post Top 10 Tools for Agent Ops appeared first on Analytics Vidhya.

More Trending

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How to Evaluate LLMs Using Hugging Face Evaluate

Analytics Vidhya

Evaluating large language models (LLMs) is essential. You need to understand how well they perform and ensure they meet your standards. The Hugging Face Evaluate library offers a helpful set of tools for this task. This guide shows you how to use the Evaluate library to assess LLMs with practical code examples. Understanding the Hugging […] The post How to Evaluate LLMs Using Hugging Face Evaluate appeared first on Analytics Vidhya.

Modeling 171
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From concept to reality: A practical guide to agentic AI deployment

CIO Business Intelligence

The buzz around agentic AI and agent development is inescapable. That shouldnt be surprising based on a Gartner study that shows by 2028, 33% of enterprise software applications will include agentic AI, up from less than 1% in 2024, enabling 15% of day-to-day work decisions to be made autonomously. The future of AI is agentic. Agentic AI is an AI system that uses components that can act autonomously to complete tasks and achieve goals.

Testing 113
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7 Free ChatGPT Alternatives to Create Ghibli-Style Images

Analytics Vidhya

The hype around Ghibli-style AI-generated art has exploded with the introduction of GPT-4os image generation capabilities. Social media platforms are flooded with dreamy, nostalgic visuals reminiscent of Studio Ghibli films. However, the massive demand has overwhelmed OpenAIs servers, leading to long wait times – even for paid users. But dont worry!

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7 common transformation mistakes and how to avoid them

CIO Business Intelligence

In Italy alone, over 60% of large companies hinge their strategies for success on digitalization, indicating a lack of awareness and perspective of what digital transformation actually means. Investment isnt the issue, but theres a culture of thinking that technological change alone, rather than organizational change, creates digital transformation, which is a big first mistake to make on a path to evolution and modernization.

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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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Correlate telemetry data with Amazon OpenSearch Service and Amazon Managed Grafana

AWS Big Data

Troubleshooting a large, complex, distributed enterprise application involves challenges like tracing requests across multiple services, identifying performance bottlenecks across the stack, and understanding cascading failures between dependent services. Customers often need to work with isolated data to identify the underlying cause of the problem.

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사이버 공격을 견뎌낸 보안 책임자들의 조언··· 실전에서 얻은 6가지 핵심 교훈

CIO Business Intelligence

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IT 103
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AI Can’t Save Lives If Healthcare Data Stays Broken

Data Virtualization

Reading Time: 4 minutes The healthcare provider industry is undergoing a massive digital transformation. Providers are facing mounting pressures to improve patient care, enhance operational efficiency, comply with evolving regulations, and reduce costs. But one challenge continues to block progress: the inability to seamlessly. The post AI Cant Save Lives If Healthcare Data Stays Broken appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and In

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ServiceNow to acquire Logik.ai to boost CRM portfolio

CIO Business Intelligence

ServiceNow is acquiring Logik.ai and its configure, price, quote (CPQ) solution to expand its customer relationship management (CRM) product portfolio and accelerate its momentum in sales and order management. Logik.ai, founded in 2021, provides a product that integrates artificial intelligence and an advanced rules engine to streamline the transaction management cycle.

Sales 102
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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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Debunking the AI Agent Hype: What Enterprise Leaders Really Need to Know

Dataiku

AI agents have stormed the headlines and taken over tech conversations, especially in enterprise circles. But in all the noise, its hard to distinguish substance from buzz. Thats why we hosted a no-fluff, straight-talk webinar with Dataiku CEO Florian Douetteau to unpack whats real, whats overblown, and what enterprise leaders should actually be doing right now.

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칼럼 | 기업 업무 환경을 변화시킬 AI PC의 가능성

CIO Business Intelligence

. AI , IT AI PC . , AI PC AI . IDC AI PC , ITDM 82% 2025 AI PC . AI PC AI . IT . , IT AI PC . AI AI PC AI . AI , NPU CPU GPU AI PC AI . AI AI PC , . , , AI . AI , . IT , , , IT .

IT 96
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Embeddings explained: basic building blocks behind AI-powered systems

CONTACT Software

With the rise of modern AI systems, you often hear phrases like, The text is converted into an embedding especially when working with large language models (LLMs). However, embeddings are not limited to text; they are vector representations for all types of data.

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메가존클라우드-델 테크놀로지스, AI·하이브리드 클라우드 구축 지원 협력

CIO Business Intelligence

AI AI AI IT . AI , , , . IT . AI AI AI , AI PoC(Proof of Concept ) . AI , AI . AI . AI . AI . dl-ciokorea@foundryco.

IT 95
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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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Siemens grows its digital twin strategy into life sciences market

CIO Business Intelligence

Siemens has agreed to acquire Dotmatics, the developer of a data platform for scientific research, taking it into the life sciences market. Siemens plans to combine Dotmatics drug research and development applications with its manufacturing industry expertise to create an AI-powered research-to-manufacturing digital thread for the life sciences vertical, the company said in a slide deck aimed at investors.

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Inteligencia artificial como lupa para reconocer patologías cardíacas

CIO Business Intelligence

Las enfermedades cardacas se alzan como la principal causa de mortalidad humana en el mundo , lo que convierte su reconocimiento en una tarea de vital importancia. Un equipo de investigadores de la Universidad Politcnica de Madrid (UPM), en colaboracin con el Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), ha afrontado este desafo y ha desarrollado un sistema basado en inteligencia artificial (IA) que reconoce automticamente enfermedades cardacas en tiempo real.

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Un excelente recordatorio: hacer balance de las interrupciones de CrowdStrike

CIO Business Intelligence

El verano pasado, una actualizacin defectuosa del software CrowdStrike inutiliz millones de ordenadores, caus miles de millones de dlares en daos y puso de manifiesto que las empresas siguen sin ser capaces de gestionar los riesgos de terceros o de responder con rapidez y eficacia a las interrupciones. Fue un interesante estudio de caso sobre el impacto ciberntico global , afirma Charles Clancy, director de Tecnologa de Mitre.

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한풀 꺾인 개발자 수요··· 좋은 시절은 지났을까?

CIO Business Intelligence

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IoT 81
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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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¿Qué es S/4HANA? Explicación del último sistema ERP de SAP

CIO Business Intelligence

Qu es S/4HANA? S/4HANA es la ltima versin de SAP de su sistema insignia de planificacin de recursos empresariales (ERP). S/4HANA, sucesor de SAP ECC, se basa en una base de datos en memoria y est diseado para permitir el procesamiento y anlisis de datos en tiempo real para las empresas. Est disponible tanto en una versin SaaS basada en la nube como en una versin local.

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David Liras, nuevo Chief Digital and Information Officer de Moeve

CIO Business Intelligence

Moeve ha anunciado formalmente la incorporacin de David Liras a sus filas como Chief Digital and Information Officer. Una maniobra con la que la energtica busca seguir impulsando su transformacin tecnolgica y digital, alinendose con la estrategia Positive Motion , con la que ambiciona posicionarse a la cabeza de la transicin energtica. Con el nombramiento del ejecutivo, l as divisiones de Sistemas de la Informacin y Digital se funden en un nico equipo que formar parte de la direccin de Tecnologa

IT 71
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Exploring the confluence of tech and sustainability for a better future

CIO Business Intelligence

Sustainability efforts are gathering steam on a global scale, with governments and organizations levying their might behind measures to formulate and implement policies that can stop or even reverse global environmental damage and create positive impact for local communities. Regulations act as a carrot and stick arrangement, where organizations are incentivised for climate conscious policies, while penalties rise for breaking conventions that protect the environment.

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Edge AI for robots, smart devices not far off

CIO Business Intelligence

Humanoid robots, smart devices, and autonomous driving are often cited lucrative business use cases at the edge. But edge AI computing will liberate AI from data centers and centralized servers in the cloud to manufacturing floors, operating rooms, and throughout municipal centers, processing data in real-time and closer to IoT devices, sensors, and intelligent systems.

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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.

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La restauración del patrimonio cultural se rinde a la innovación tecnológica

CIO Business Intelligence

La compaa gallega Sixtema lleva a trmino el proyecto RESTAUR.AR, una iniciativa de I+D orientada a desarrollar nuevas herramientas digitales para la conservacin, restauracin y divulgacin del patrimonio cultural. Subvencionado por el Centro para el Desarrollo Tecnolgico y la Innovacin (CDTI), ha contado con el espaldarazo del Ministerio de Asuntos Econmicos y Transformacin Digital.

66
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깃허브, 무료 고급 보안 스캐닝 기능으로 개발자 민감 정보 보호 강화

CIO Business Intelligence

API , 3,900 . . . . 1 , , , . (GitHub Advanced Security, GHAS) . GHAS 3.18 (Point-in-time scan) . GHAS , . , , , , , CSV . , , . GHAS . GHAS (Secret Protection) (Code Security) . .

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Dr Arvind Gupta: Trustworthy systems to empower India’s growing economy

CIO Business Intelligence

Digital India Foundation, a policy think tank working in the areas of technology policy, digital inclusion, ethics of AI, supply-chain security, and governance of critical and emerging technologies. Dr. Arvind Gupta, Head and Co-founder, Digital India Foundation (DIF) talks in detail on security roadmap, impact of AI, best practices for CISOs and future outlook for technology.

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AI PCs: A paradigm shift in the modern workplace

CIO Business Intelligence

The modern workplace is undergoing the most transformative era since the dawn of the internet, with AI PCs emerging as a driving force in redefining productivity, security, and enterprise IT management. Unlike previous hardware refresh cycles, AI PCs represent a foundational shift in how businesses operateleveraging AI to create smarter, more efficient, and agile organization.

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Enterprise ABM Marketing Tools: A Marketers Guide

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.