Mon.Mar 17, 2025

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How to Fully Automate Data Cleaning with Python in 5 Steps

KDnuggets

Data cleaning can be quite tedious and boring. But it doesn't have to be. Here's how you can automate most of the data cleaning steps with Python.

IT 130
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Creating Impactful Branding: Using Design Tools vs. AI

Smart Data Collective

There are a lot of great reasons to consider using AI and design tools to create great branding graphics.

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5 AI Code Editors to Use in 2025

KDnuggets

Unlock the power of modern AI code editors with features like intelligent autocomplete, agentic chat, inline edits, terminal suggestions, and more.

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How Aviva Uses Dataiku for Enhanced Scalability & Efficiency

Dataiku

Aviva , a major British multinational insurance company, has a thriving data science community with AI use cases spanning customer marketing, underwriting, claims assessment, fraud detection, and IT efficiencies.

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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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Build Your First Python Extension for VS Code in 7 Easy Steps

KDnuggets

Do you want to create custom extensions for VS Code? Follow this guide to build, test, and publish your own extension in no time!

Testing 96
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Why RAG Systems Fail and How to Fix Them

Analytics Vidhya

Retrieval-Augmented Generation (RAG) enhances large language models (LLMs) by integrating external knowledge, making responses more informative and context-aware. However, RAG fails in many scenarios, affecting its ability to generate accurate and relevant outputs. These issues in RAG systems impact applications in various domains, from customer support to research and content generation.

Modeling 196

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Enhancing Code Quality with LangGraph Reflection

Analytics Vidhya

The LangGraph Reflection Framework is a type of agentic framework which offers a powerful way to improve language model outputs through an iterative critique process using Generative AI. This article breaks down how to implement a reflection agent that validates Python code using Pyright and improves its quality using GPT-4o mini. AI agents play a crucial role […] The post Enhancing Code Quality with LangGraph Reflection appeared first on Analytics Vidhya.

Modeling 182
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11 surefire ways to fail with AI

CIO Business Intelligence

Enterprises are investing a lot of money in artificial intelligence tools, services, and in-house strategies. But unfortunately, big outlays dont guarantee success. AI is everywhere transforming industries, reshaping workflows, and promising a future of limitless possibilities, says Paul Pallath, vice president of applied AIat technology consulting firm Searce.

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Mistral Small 3.1: The Best Model in its Weight Class

Analytics Vidhya

A few days ago, Google DeepMind introduced Gemma 3, and I was still exploring its capabilities. But now, theres a major development: Mistral AIs Small 3.1 has arrived, claiming to be the best model in its weight class! This lightweight, fast, and highly customizable marvel operates effortlessly on a single RTX 4090 or a Mac […] The post Mistral Small 3.1: The Best Model in its Weight Class appeared first on Analytics Vidhya.

Modeling 125
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11 formas infalibles de fracasar con la IA

CIO Business Intelligence

Las empresas estn invirtiendo mucho dinero en herramientas de inteligencia artificial (IA), servicios y estrategias internas. Pero, por desgracia, los grandes desembolsos no garantizan el xito. La IA est en todas partes: transforma industrias, reestructura flujos de trabajo y promete un futuro de posibilidades ilimitadas , afirma Paul Pallath, vicepresidente de IA aplicada en la consultora tecnolgica Searce.

ROI 111
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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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6 Insights from Andrew Ng on Why Coding is More Important than EVER

Analytics Vidhya

Is learning to code still relevant in an age dominated by AI and automation? Andrew Ng strongly believes that learning to code is more important now than ever. As machines become more central to daily life, the ability to communicate with them through code becomes ever more crucial. Ng compares coding to literacy, emphasizing that […] The post 6 Insights from Andrew Ng on Why Coding is More Important than EVER appeared first on Analytics Vidhya.

Analytics 125
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La infraestructura digital como activo clave en la estrategia de negocio y operaciones

CIO Business Intelligence

Es un hecho inamovible que el panorama tecnolgico actual avanza a un ritmo sin precedentes. Esto, irremediablemente, empuja a las organizaciones a adaptar continuamente sus operaciones y tcticas empresariales apoyndose para ello en el poder de las tecnologas de vanguardia. As, a medida que las empresas se esfuerzan por seguir siendo competitivas en un mercado atomizado e hiperexplotado, la tecnologa se perfila como un activo clave para evitar caer en la irrelevancia.

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Building a Custom Website Chatbot Using Qwen-2.5-32b, LangChain, and FAISS

Analytics Vidhya

In todays digital world, businesses and individuals aim to provide instant and accurate answers to website visitors. With increased demand for seamless communication, AI-driven chatbots have become a crucial tool for user interaction and offering useful information in a split second. Chatbots can search, comprehend, and utilize website data efficiently, making customers satisfied and enhancing […] The post Building a Custom Website Chatbot Using Qwen-2.5-32b, LangChain, and FAISS appeared

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5 ways for CIOs to deal with AI proliferation

CIO Business Intelligence

Whether youre in an SMB or a large enterprise, as a CIO youve likely been inundated with AI apps, tools, agents, platforms, and frameworks from all angles. This isnt surprising given that gen AI investments alone are expected to grow some 60%over the next three years, according to the Boston Consulting Group, accounting, on average, for 7.6% of IT budgets by 2027.

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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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Comparison of Gemini Embedding with Multilingual-e5-large & Jina

Analytics Vidhya

Word embeddings for Indic languages like Hindi are crucial for advancing Natural Language Processing (NLP) tasks such as machine translation, question answering, and information retrieval. These embeddings capture semantic properties of words, enabling more accurate and context-aware NLP applications. Given the vast number of Hindi speakers and the growing digital content in Indic languages, high-quality […] The post Comparison of Gemini Embedding with Multilingual-e5-large & Jina appe

Analytics 125
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Europe can’t succeed in IT without overcoming its low self-confidence

CIO Business Intelligence

As relations between the US and Europe escalate, there is increasing talk every day about how Europe can build an impactful tech industry on its own and reduce its dependence on the US, both in the short and long term. The discussions actually began after the Draghi report and cover everything from policy initiatives to concrete projects, large and small, to strengthen the European tech ecosystem, which is almost unanimously condemned as more or less hopeless.

IT 100
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How Aviva Uses Dataiku to Unlock Deeper Customer Insights

Dataiku

Understanding customer experience is essential in any industry, and multinational insurance company Aviva has long prioritized analyzing customer feedback to enhance user satisfaction. However, a key challenge arose: While categorizing customer comments provided valuable insights, it only painted part of the picture. Nearly 40% of feedback lacked detailed explanations, making it difficult to pinpoint technical issues with digital platforms like portals and apps.

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Celonis sues SAP for anti-competitive data access practices

CIO Business Intelligence

German process mining specialist Celonis has filed a lawsuit against ERP giant SAP. The Munich-based startup accuses SAP of abusing its market power and harming competition, and thereby negatively impacting customers, according to the 61-page indictment filed by Celonis in San Francisco District Court on March 13. At issue is how third-party software is allowed access to data within SAP systems.

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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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Transforming Cyber Defenses: Robust Protection Strategies

Data Virtualization

Reading Time: 3 minutes In our first post in this series, we talked about the origin of Executive Order 14028 and why the document was a necessary response to the evolving cyber threats against federal networks and critical infrastructure. In this post, we’ll examine. The post Transforming Cyber Defenses: Robust Protection Strategies appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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칼럼 | AI 에이전트에 얼마나 준비되어 있는가?

CIO Business Intelligence

3 5,000 . . . . . AI AI . AI (LLM) . . , . AI . AI . , . , , . AI ? , ? . 25 , AI . . AI . , . AI . . . . . AI . . AI , . , , AI ?

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7 Ways Connected Finance Solutions Streamline Strategic Growth

Jet Global

Enhance Agility and Performance With insightsoftwares Enterprise Performance Management (EPM) Connected Solutions Enterprise Performance Management (EPM) isnt just a toolits the engine that powers agile decision-making and strategic growth. In todays fast-paced business environment, finance teams need more than data; they need a connected experience that transforms insights into action.

Finance 52
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칼럼 | 2025년 사이버 보안의 최전방 방어선 ‘휴먼 방화벽’

CIO Business Intelligence

2025 , . AI . AI , AI , . (: , ) . , . , . (Hoxhunt) , . ? . , , , . (Verizon) , 85% . (Infostealer) . ( ) , (PII) . (MaaS, Malware-as-a-Service) . , . , , ( ) .

IT 93
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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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Enhancing Your Tech Stack

Jet Global

Smarter Financial Decision-Making With Enterprise Performance Management Connected Solutions Finance teams today grapple with disconnected systems and scattered data, leading to inefficiencies, errors, and a fragmented view of organizational performance. Spreadsheets and siloed tools no longer cut itCFOs need a unified solution to streamline financial data, automate processes, and deliver real-time insights.

Finance 52
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BBVA toma la delantera a las amenazas cuánticas; su plan “pionero” para transformar la ciberseguridad

CIO Business Intelligence

La UNESCO proclam el 2025 como el Ao internacional de la ciencia y la tecnologa cuntica con el fin de aumentar la conciencia pblica sobre su progreso y aplicaciones. Y es que la computacin cuntica promete revolucionar numerosos sectores con su capacidad para procesar informacin a velocidades inalcanzables para los ordenadores actuales. Sin embargo, este avance tambin representa un reto para la seguridad digital, ya que los ordenadores cunticos podran vulnerar los algoritmos criptogrficos que hoy

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AI 임원은 다른 기술 임원과 ‘이렇게’ 다르다··· 현실 CAIO들의 이야기

CIO Business Intelligence

2016, AI (Andrew Ng) (CAIO) . . CAIO . . AI , CAIO . AI , AI . 2023 9 , CIO 53% AI . . 2023 , 11% , 21% . 2024 CAIO . 2025 CIO , 14% CAIO , 40% CEO 24% CIO . IT 17%, , , 14%, 11% CAIO . CAIO . CAIO IT CAIO . . . . 5 (CDO) , AI CDO .

IT 87
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Make or Buy, la posizione dei CIO nell’eterno dilemma dell’IT

CIO Business Intelligence

Il dilemma Make or Buy sugli applicativi aziendali un classico per i CIO. Ma oggi assume un significato diverso, perch lIT non veramente solo Information Technology, ma genera valore per il business. Per i CIO italiani la decisione se costruire una piattaforma internamente, farla sviluppare da terzi o comprare un prodotto standard , magari poi personalizzandolo, davvero dipende da numerosi fattori: la presenza di adeguate competenze interne di sviluppo, il budget a disposizione, il rapporto co

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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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급증하는 AI 공급망 공격··· CISO가 살펴봐야 할 보안 과제는?

CIO Business Intelligence

AI . (ReversingLabs) , 2023 2024 12% . , 30 , 6 33 . . , IT , . , 2020 (SolarWinds) . 3 . , (SolarWinds Orion) (SVR) . 24 . , , , (VPN) . , , , , . 2024 . npm, PyPI, RubyGems , .

IoT 82
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Turnkey AI option puts organizations in control

CIO Business Intelligence

No organization can afford complacency while competitors harness artificial intelligence (AI) technologies to innovate and improve. But this enthusiasm is tempered by the realities of implementation and integration, coupled with fear of over-depending on rapidly evolving AI cloud service providers. Business and IT leaders know that speed is crucial to gaining or preserving competitive advantage.

Risk 76
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Cinco años de la pandemia que lo cambió todo

CIO Business Intelligence

14 de marzo de 2020. El Gobierno decreta el estado de alarma como medida de control frente a la expansin de la COVID-19. A partir del da siguiente, millones de personas quedaban confinadas en sus domicilios. Solo quienes realizaban empleos considerados esenciales podan salir de su casa: se pas del 5% al 34% de personas teletrabajando. Y no en todas las organizaciones estaba desplegado el equipamiento o la infraestructura claves.

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“2024년 신차 4대 중 3대가 커넥티트 카··· 아직은 4G 연결이 94%”

CIO Business Intelligence

2024 4 (Global Connected Car Tracker, Q4 2024) . 2024 2023 8% , . . , , OTA(Over the Air) , (ADAS) . TCU(Telematics Control Units) 4G . 2024 94% 4G , 5G . 2028 5G . (Toyota) (Volkswagen) 11% . 7% . (BYD) GM 7% . 2024 . 34% . . 6%, 2%, 11% .

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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.