Mon.Feb 03, 2025

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DeepSeek-R1 vs DeepSeek-V3: Detailed Comparison

Analytics Vidhya

DeepSeek has made significant strides in AI model development, with the release of DeepSeek-V3 in December 2024, followed by the groundbreaking R1 in January 2025. DeepSeek-V3 is a Mixture-of-Experts (MoE) model that focuses on maximizing efficiency without compromising performance. DeepSeek-R1, on the other hand, incorporates reinforcement learning to enhance reasoning and decision-making.

Modeling 261
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5 AI Agent Frameworks Compared

KDnuggets

Check out this comparison of 5 AI frameworks to determine which you should choose.

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Download the Agentic AI Enterprise Spotlight

CIO Business Intelligence

In this issue, we explore the emerging field of agentic AI, which brings more autonomy to IT-managed systems with both promise and peril.

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How to Fine-Tune DeepSeek-R1 for Your Custom Dataset (Step-by-Step)

KDnuggets

Fine-tune the DeepSeek model step by step. even if you're new to LLMs!

Modeling 119
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Activating Intent Data for Sales and Marketing

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

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Download the Agentic AI Enterprise Spotlight

CIO Business Intelligence

In this issue, we explore the emerging field of agentic AI, which brings more autonomy to IT-managed systems with both promise and peril.

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Building AI Application with Gemini 2.0

KDnuggets

Learn to create a document-based chatbot with memory, powered by one of the world's top-performing LLMs.

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101

More Trending

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Top Ranked, Flexible MS in Applied Data Science

KDnuggets

Start Advancing Your Career this Year. Online Courses Start on March 3rd.

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OpenAI’s Next Agent is Out – Deep Research!

Analytics Vidhya

In a recent announcement from OpenAI, a new feature called Deep Research Mode has been introduced, promising to significantly enhance the way we approach complex research tasks. This advanced tool is set to support knowledge work by providing comprehensive, fully cited research papers that can be tailored to a wide range of applications. Let’s find […] The post OpenAI’s Next Agent is Out – Deep Research!

Analytics 217
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“환각 줄이고 정확도 최대 78% 올려”··· ‘지식 그래프’로 AI 성능 높이는 기업들

CIO Business Intelligence

LLM . , , . . . , , . , . LLM , . LLM . 2023 6, LLM , AI . . 2023 9 (NebulaGraph) (RAG) RAG(Graph RAG) . RAG LLM , . RAG LLM , RAG . , LLM . 2024 2 (MS) RAG , 7 . 4j(Neo4j) LLM (Graph Transformer) 2024 3 (LangChain) .

Analytics 124
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8 Types of Chunking for RAG Systems

Analytics Vidhya

The easiest way to learn anythingwhether its for academics or personal growthis by breaking it down into smaller, more manageable chunks. Similarly, when youre tackling a complex subject, it can feel overwhelming at first. However, by dividing it into bite-sized pieces, understanding becomes much easier. Even if it seems like a small concept already, its […] The post 8 Types of Chunking for RAG Systems appeared first on Analytics Vidhya.

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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

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10 skills and traits of successful digital leaders

CIO Business Intelligence

Theres a fine art to being a successful digital leader. While all leaders should possess a good command of business goals and help their organizations maintain a competitive edge, digital leaders must balance that with a deep understanding of ever-changing technologies and the capabilities needed to transform and innovate. Most leaders agree: Even in todays AI-obsessed world, digital leaders cannot just focus on tech; they must be a strategic business enabler who collaborates, supports, and empo

Risk 122
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AutoRAG: Optimizing RAG Pipelines with Open-Source AutoML

Analytics Vidhya

In recent months, Retrieval-Augmented Generation (RAG) has skyrocketed in popularity as a powerful technique for combining large language models with external knowledge. However, choosing the right RAG pipelineindexing, embedding models, chunking method, question answering approachcan be daunting. With countless possible configurations, how can you be sure which pipeline is best for your data and your […] The post AutoRAG: Optimizing RAG Pipelines with Open-Source AutoML appeared first on

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Diez habilidades y rasgos de los líderes digitales de éxito

CIO Business Intelligence

Ser un lder digital de xito es un arte. Aunque todos los lderes deben dominar los objetivos empresariales y ayudar a sus organizaciones a mantener una ventaja competitiva , los lderes digitales deben equilibrar eso con un profundo conocimiento de las tecnologas en constante cambio y las capacidades necesarias para transformar e innovar. La mayora de los lderes estn de acuerdo: incluso en el mundo actual, obsesionado con la inteligencia artificial, los lderes digitales no pueden centrarse nicamen

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Open Operator: The Open-Source Alternative to OpenAI’s Operator

Analytics Vidhya

Tired of tedious online tasks? Meet Open Operatoryour AI-powered assistant for browser automation. Simply describe what you need in plain English, and it gets the job doneno coding required. Built on advanced NLP and AI, this open-source tool offers a practical alternative to solutions like OpenAIs Operator. While OpenAIs version relies on a closed model […] The post Open Operator: The Open-Source Alternative to OpenAI’s Operator appeared first on Analytics Vidhya.

Modeling 152
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Predicting the Future of Sales: How AI and Automation Will Revolutionize Strategies

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

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De TI a RRHH: Cómo la tecnología está influyendo en los equipos humanos

CIO Business Intelligence

Hace tres dcadas, la relacin entre el equipo de recursos humanos y el de TI se limitaba a que este ltimo arreglase el ordenador o instalase algn programa al primero. Pero estas tres dcadas han sido de un desarrollo tecnolgico acelerado, que ha cambiado todo el paradigma empresarial. Ya no es solo que la divisin de RRHH emplee herramientas ms avanzadas para su trabajo: es que la innovacin digital se ha colado en todos los estratos de las organizaciones.

IT 110
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Codestral 25.01 vs Qwen2.5-Coder-32B-Instruct: Who Codes Better?

Analytics Vidhya

The emergence of advanced AI language models has transformed the programming landscape, setting new standards in coding efficiency and quality. Two coding models popular today are Mistrals Codestral and Alibaba Clouds Qwen2.5-Coder – which this article will compare. In this comparison of Codestral 25.01 vs Qwen2.5-Coder-32B-Instruct, we will evaluate their coding capabilities to determine their […] The post Codestral 25.01 vs Qwen2.5-Coder-32B-Instruct: Who Codes Better?

Modeling 140
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25 enterprise tech predictions and goals for 2025, from APAC CIOs

CIO Business Intelligence

As enterprises across Southeast Asia and Hong Kong undergo rapid digitalisation, democratisation of artificial intelligence (AI) and evolving cloud strategies are reshaping how they operate. Enterprises must adapt to an increasingly interconnected and intelligent ecosystem while keeping a watchful eye on evolving cybersecurity threats, regulatory changes, and sustainability-driven innovation.

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Navigating Enterprise Architecture in the SAP Ecosystem: Skills Needed!

Timo Elliott

At the recent ASUG TechConnect event there was a great conversation about the evolving role of the enterprise architect in the SAP ecosystem. Hosted by Jon Reed , co-founder of Diginomica, the session featured Geoff Scott, ASUG CEO and Chief Community Champion, and Josh Greenbaum , Principal at Enterprise Applications Consulting. Together, they explored the challenges, opportunities, and critical skills required for enterprise architects to bridge the gap between business and technology.

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Optimizing The Modern Developer Experience with Coder

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.

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Pacto de IA: simplificar el cumplimiento de la Ley de IA de la UE para las empresas

CIO Business Intelligence

Si bien la mayora de las disposiciones de la Ley de IA de la UE entran en vigor al final de un perodo de transicin de dos aos que finaliza en agosto de 2026, algunas de ellas han entrado en vigor ya el 2 de febrero de 2025. La ley europea sobre inteligencia artificial es extensa y compleja, y comprenderla e integrarla en la prctica diaria requiere un gran esfuerzo, conocimientos y recursos , afirman CIO, expertos y ejecutivos de las reas jurdica y de polticas pblicas de las empresas, que coincid

IT 107
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The Future of Data Literacy: How GenAI is Changing the Game

Aryng

Up until now, the most commonly held definition of data literacy has been the ability to “speak” dataas if data were a language in itself that must be learned in order to present, discuss, and debate it effectively. But Generative AI (GenAI) is about to change that, making this outdated idea irrelevant. To understand why, […] The post The Future of Data Literacy: How GenAI is Changing the Game appeared first on Aryng's Blog.

IT 52
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Securing terminal emulation and green screen access from evolving threats

CIO Business Intelligence

The breadth and complexity of modern cyber-attacks have made the potential for an attack on IT infrastructure, including mainframes, a matter of when, not if. Oftentimes, these attacks come down to system accessa bad actor who shouldnt be there slips into critical systems, resulting in disaster. Its a reality that is growing increasingly common. In fact, incidents involving the use of stolen or compromised credentials increased by 71% year over year in 2024.

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BI 2025 – Lots to Look Forward To

Paul Blogs on BI

It was cold and rainy in Paris, France this week but there was high energy and excitement around the SAP Paris Labs as partners from all over the world attended a 2-day workshop on the up coming new BusinessObjects release, BI 2025. While we have all been getting comfortable with the new User Interface and all the new features in BI 4.3, SAP has been busily working away on the next major release of BusinessObjects.

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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.

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‘제품 개발 참여, 자문 外···’ 사이버보안 분야 혁신을 위한 CISO의 역할은?

CIO Business Intelligence

. CISO() , . (Fullpath) CISO CISO . , , . , . CISO , , . . CISO . (Silver Buckshot Ventures) . . . . , . , 500 . . . . . , . , . . . , . ,

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MS 기고 | AI 거버넌스 101: 이렇게 행동하면 미래가 달라진다

CIO Business Intelligence

, . AI , AI . AI . AI . , , . AI , , , , . , , . , AI . , AI . AI AI , . , . AI . , . . . AI , AI . , . ? IT , AI 46% . AI 12% , 34% AI . , 55% AI .

KPI 87
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Israel Devesa ficha como director general Digital de Grupo Aldesa

CIO Business Intelligence

Israel Devesa Cuevas, hasta la fecha director de Sistemas de la Informacin y Tecnologa de Capital Energy (CIO y CTO, por sus siglas en ingls), anuncia su salida de la energtica. Tras tres aos y cuatro meses en el cargo, el ingeniero informtico de profesin ha puesto el punto y final a su etapa en la compaa espaola dedicada a la promocin de la energa elica y fotovoltaica.

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“과중 업무량, 중대한 비즈니스 사고로 이어질 수도”··· 보안 리더 39%가 우려 중

CIO Business Intelligence

. CISO . (Adaptavist) IT 5 2(39%) . IT . (SubRosa) CEO CISO . . . . ( ) CISO . . , . [] ? . . . LOB (dual-embedding) . , . , . . , . 6 .

ROI 78
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The Cloud Development Environment Adoption Report

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.

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IDC and e& enterprise to lead AI Innovation at 18th annual Middle East CIO Summit

CIO Business Intelligence

The 18th Annual IDC Middle East CIO Summit is set to explore the dynamic world of artificial intelligence and its potential to drive business success. In partnership with e& enterprise, the regions leading provider of secure, scalable digital solutions, the summit will serve as a critical platform for shaping the future of AI adoption in the Middle East.

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Banco Santander impulsa su digitalización con la experiencia de cliente como palanca

CIO Business Intelligence

La digitalizacin ha conquistado terrenos, hace aos, inconcebibles. El sector financiero, por ejemplo, altamente regulado, pareca resistirse a la adopcin de las ltimas novedades tecnolgicas que presentaba la industria; sin embargo, en la actualidad, ha demostrado con creces que invertir en innovacin no solo ha mejorado su operativa interna al eficientar procesos y abrir nuevas lneas de negocio, sino que adems le ha servido para entregar un mayor valor aadido al cliente potenciando la experiencia

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AI 판도 바꿀까··· “딥시크, H100 대신 화웨이 칩 사용” 주장 나와

CIO Business Intelligence

AI AI (DeepSeek) . IT AI , 51 1 . AI , R1 H100 , (Ascend) 910C . , . 910C , AI . AI . X( ) , . LLM, AI , AI . X GPU . 910C H100 , . 3 2,000 910C AI . , AI . , AI . AI AI . 910C H100 , AI .

IT 64
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오픈AI, 인터넷 검색과 추론 결합한 AI 에이전트 ‘딥 리서치’ 출시

CIO Business Intelligence

(Deep Research) , , , . . AI , (Deep research in ChatGPT) . GPT , GPT . AI . , , , . , , , . . , , , . . HLE(Humanitys Last Exam) 26.6% AI . OpenAI AI . GOT-4o , .

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4 AI Hacks to Make Sales Teams More Efficient

Over the last two years, there’s been a 76 percent increase in AI adoption across sales organizations. The reason for its rise? AI increases teams’ productivity by predicting and automating actions that require manual effort. In other words, the research that takes reps hours, AI can do in seconds. For sales teams, AI opens up a world of new possibilities, including automating outreach, identifying best-fit buyers, and keeping CRMs flush with fresh data.