Tue.Apr 22, 2025

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How to Perform Data Preprocessing Using Cleanlab?

Analytics Vidhya

Data preprocessing remains crucial for machine learning success, yet real-world datasets often contain errors. Data preprocessing using Cleanlab provides an efficient solution, leveraging its Python package to implement confident learning algorithms. By automating the detection and correction of label errors, Cleanlab simplifies the process of data preprocessing in machine learning.

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A Gentle Introduction to Go for Python Programmers

KDnuggets

Looking to expand your programming toolkit? This guide aims to help Python developers quickly get going with Go.

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Accelerate data pipeline creation with the new visual interface in Amazon OpenSearch Ingestion

AWS Big Data

Amazon OpenSearch Ingestion is a fully managed serverless pipeline that allows you to ingest, filter, transform, enrich, and route data to an Amazon OpenSearch Service domain or Amazon OpenSearch Serverless collection. OpenSearch Ingestion is capable of ingesting data from a wide variety of sources and has a rich ecosystem of built-in processors to take care of your most complex data transformation needs.

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Building a Personal Knowledge Management Tool with Reor

KDnuggets

This article will explore the AI tool you can use to build personal knowledge management locally.

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Data Talks, CFOs Listen: Why Analytics Is The Key To Better Spend Management

Speaker: Claire Grosjean, Global Finance & Operations Executive

Finance teams are drowning in data—but is it actually helping them spend smarter? Without the right approach, excess spending, inefficiencies, and missed opportunities continue to drain profitability. While analytics offers powerful insights, financial intelligence requires more than just numbers—it takes the right blend of automation, strategy, and human expertise.

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Vibe Coding, Vibe Checking, and Vibe Blogging

O'Reilly on Data

For the past decade and a half, I’ve been exploring the intersection of technology, education, and design as a professor of cognitive science and design at UC San Diego. Some of you might have read my recent piece for O’Reilly Radar where I detailed my journey adding AI chat capabilities to Python Tutor , the free visualization tool that’s helped millions of programming students understand how code executes.

Software 257
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7 High Paying Specialized Freelancing Jobs in 2025

KDnuggets

Starting freelancing can feel overwhelming, but mastering specialized, high-paying skills can help you stand out in competitive markets and secure better opportunities.

More Trending

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The leadership imperative in a technology-enabled society — Balancing IQ, EQ and AQ 

CIO Business Intelligence

In todays rapidly evolving digital and socio-economic landscape, modern IT leadership must actively embrace innovation not as a trend, but as a strategic imperative.This requires a balanced approach to risk, where innovation is pursued to maximize the benefits of emerging technologies within well-defined guardrails to manage disruption without stifling creativity.Not only are risk management and cybersecurity a top priority, but there is immense pressure from high-tech industry leaders to embra

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Data, vital support for a modern PA capable of responding to everyone’s needs

Data Virtualization

Reading Time: 7 minutes The world is changing, and it is changing faster and faster, subject to events that disrupt the linearity of change and where events propagate with the speed of a tidal wave, which to be ridden requires ever-changing skills to stay. The post Data, vital support for a modern PA capable of responding to everyone’s needs appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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AI 열풍이 사이버보안 전문가에게는 ‘이중고’인 이유

CIO Business Intelligence

AI , . . AI , AI . , , . AI . (Gartner) 98% AI AI . 1% , 1% . AI . AI . CISO AI AI . , , , , AI , , . AI AI . (OReilly) 2025 AI . 2023 2024 AI 190% , AI 289% . AI (386% ) (456% ) . AI , . , . .

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Navigating the Future of Enterprise Lessor Markets: Key Trends and Strategies for 2025

Jet Global

The enterprise lessor market is evolving rapidly, driven by shifts in technology, regulations, and customer behavior. Lessors are no longer merely providers of equipment or property; they are now essential partners in a world increasingly powered by subscription-based models. To keep up, organizations in this space must remain adaptable, adopt the latest technology, and anticipate market trends.

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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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Los CIO destacan las oportunidades de negociación ahora que AWS y Google reducen los costes de la nube

CIO Business Intelligence

Las recientes revisiones de los precios de la nube por parte de AWS y los descuentos ofrecidos por Google Cloud para algunos de sus servicios clave han creado oportunidades para que los directores de sistemas de la informacin (CIO, por sus siglas en ingls) negocien mejores contratos o consigan contratos a precios bajos. Los analistas del sector destacan que estas reducciones de precios no solo se deben a la presin de la competencia.

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Diez cuestiones que debe incluir en su política de IA

CIO Business Intelligence

La popularidad de la inteligencia artificial (IA) generativa ha creado un terreno complicado para las organizaciones. Por un lado, existe esta tecnologa transformadora con el potencial de reducir costes y aumentar los ingresos; por otro lado, el uso indebido de la IA puede trastornar industrias enteras, provocar desastres de relaciones pblicas, insatisfaccin de clientes y empleados, y violaciones de seguridad.

Sales 93
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When AI writes the laws: UAE’s bold move forces a rethink on compliance and human touch

CIO Business Intelligence

The United Arab Emirates has taken a bold step by becoming the first country to officially use AI to help draft, review, and update its laws. Announced during a Cabinet meeting led by Sheikh Mohammed bin Rashid Al Maktoum, the initiative introduced a new Regulatory Intelligence Office powered by an advanced AI system. This system will bring together federal and local laws, court rulings, government procedures, and public service data into one massive platform to track the real-time impact of law

Testing 85
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AI를 움직이는 핵심 연산 장치, GPU란 무엇인가

CIO Business Intelligence

GPU(Graphics Processing Unit, ) . (HPC), (IoT), , AI . GPU 5 GPU . : GPU , CPU . AI : AI GPU . (HPC): GPU . : , . : , , . , GPU AI . GPU GPU . , . GPU . GPU RAM CPU . RAM , , . GPU GPU .

IoT 80
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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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CIOs could improve sustainability with data center purchasing decisions — but don’t

CIO Business Intelligence

A huge majority of data center customers and operators worry about the environmental impact of their IT decisions, but only a tiny number put their money where their mouths are. Despite 95% of data center customers and operators having concerns about environmental consequences, just 3% make the environment a top priority in purchasing decisions, according to a new survey by storage vendor Seagate.

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Los aranceles globales sacuden las agendas TI de los CIO

CIO Business Intelligence

Los directores de sistemas de la informacin (CIO) son expertos desde hace tiempo en el arte del cambio de rumbo , una habilidad que les ser muy til para hacer frente a las consecuencias de los aranceles globales que han sumido a las organizaciones en una espiral descendente durante las ltimas semanas. El sector de las tecnologas de la informacin ya est sintiendo el impacto en la infraestructura y las cadenas de suministro, y los CIO estn reduciendo los gastos de capital y recortando o retrasando

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기고 | 기업의 AI 에이전트 투자가 성공하려면

CIO Business Intelligence

AI , . 1,000 , 68% 50 AI . (86%) . . AI . . 2028 15% AI . 2028 25% AI . , . , . . AI , . , AI . 79% AI . , ( ) . . - . CIO , . , AI . , .

IT 66
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Triplán, la estrategia de la Junta de Andalucía para modernizar digitalmente la Administración y sus delegaciones

CIO Business Intelligence

La Junta de Andaluca pisa el acelerador en su objetivo de convertir la Administracin regional en un referente 100% digital con vistas al 2030. En concreto, el Ejecutivo ha presentado en sociedad su estrategia para modernizar digitalmente la Administracin y sus delegaciones , un proyecto bautizado como Tripln que se cimienta sobre tres verticales: un plan de transformacin digital, una estrategia innovadora y una hoja de ruta de actualizacin de los servicios pblicos centrada en el ciudadano.

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5 Ways You Can Win Faster with Gen AI in Sales

Incorporating generative AI (gen AI) into your sales process can speed up your wins through improved efficiency, personalized customer interactions, and better informed decision- making. Gen AI is a game changer for busy salespeople and can reduce time-consuming tasks, such as customer research, note-taking, and writing emails, and provide insightful data analysis and recommendations.

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개념? 아키텍처? 기술?··· 데이터 메시 vs. 데이터 패브릭 vs. 데이터 가상화 이해하기

CIO Business Intelligence

. , , . 3 , , . 3 . . (HostingAdvice) . . . . , , , 3 . ? . LLM (Orion Innovation) . . . . . (Domain-Driven Design) , . . , API . ? .

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Lumen: Building the trusted network for AI

CIO Business Intelligence

Jeff Sieracki, senior director of product management at Louisiana-based Lumen, is quick to point out that the networking requirements of the modern enterprise are changing rapidly. It is an evolution being driven by several transformative computing trends, chief among them the rapid proliferation of AI workloads. More organizations are coming to the harsh realization that their networks are not up to the task in the new era of data-intensive AI workloads that require not only high performance an

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Political engineering 101: The biz-savvy IT leader’s survival guide

CIO Business Intelligence

So there you are, with your bare face hanging out, when a staff member call him George, on the grounds that we have to call him something and his name isnt actually George has decided to take advantage of your open-door policy, thereby revealing a flaw in the policy: Its possible for you to get caught inside the door when its open. Nor is this visit a social call.

IT 59
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AI가 입법에까지 진출할 때··· UAE의 대담한 조치가 환기하는 고려 사항

CIO Business Intelligence

UAE , , AI . (Regulatory Intelligence Office) AI . , , , . AI 70% . . . AI . 2017 UAE AI . AI . , . UAE . AI , UAE AI , . , , . UAE AI . (Grand View Research) , AI 2024 12 2030 35 .

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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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차세대 AI 네트워크 장비에 적용될까?··· ‘구리-to-옵틱’ 기술에 쏠리는 관심

CIO Business Intelligence

AI , , . , GPU . - (CPC) - ASIC . , AI . (: 2025 ) CPC . , AI . ( 4) . . . CPC ASIC , (400G/) . 200G/ CPC . 400G . (DesignCon), OFC CPC (Samtec) (DesignCon) (OFC) CPC . (Marvell) (Amphenol) OFC CPC .

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중국판 엔비디아 되나··· 화웨이, 910C 칩으로 글로벌 공급망 도전장

CIO Business Intelligence

910C AI . AI . , AI (NVIDIA) H20 . H20 . AI . AI . AI AI , , . AI , 910C . . (Counterpoint Research) , TSMC 4nm HBM3/3E B200 B300 910C SMIC N+2 7nm( 14nm) HBM . A100 H100 , .

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퓨어스토리지, ‘포트웍스 3.3’ 출시··· “쿠버네티스 기반 가상화 지원”

CIO Business Intelligence

VM , . . 2024 , 81% , 3 2 2 . . 3.3 . 30% 50% , . . 3.3 (KubeVirt) RWX (RWX Block) , (FlashArray) . / . 3.3 (zero RPO) . . (SUSE), (Spectro Cloud), (Kubermatic) . , . 3.3 .

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CIOs increasingly dump in-house POCs for commercial AI

CIO Business Intelligence

After thousands of AI proof-of-concept projects have died on the vine, many organizations are scaling back internal efforts in favor of adopting commercial, off-the-shelf AI tools. About half of companies surveyed by Gartner in late 2023 were developing their own AI tools, but the number fell to about 20% at the end of 2024, says John-David Lovelock, a vice president and analyst at Gartner.

ROI 129
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10 Ways to Leverage Buyer Signals and Drive Revenue

In today’s ultra-competitive markets, it’s no longer enough to wait for buyers to show obvious signs of interest. Instead, sales teams must be proactive, identifying and acting on nuanced buyer behaviors — often before prospects are fully ready to make a purchase. In this eBook from ZoomInfo & Sell Better, learn 10 actionable ways to use these buyer signals to transform your sales strategy and close deals faster.