Mon.Nov 25, 2024

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Exploring GraphRAG from Theory to Implementation

Analytics Vidhya

GraphRAG adopts a more structured and hierarchical method to Retrieval Augmented Generation (RAG), distinguishing itself from traditional RAG approaches that rely on basic semantic searches of unorganized text snippets. The process begins by converting raw text into a knowledge graph, organizing the data into a community structure, and summarizing these groupings.

Analytics 215
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ERP modernization: Still a make-or-break project for CIOs

CIO Business Intelligence

When it embarked on an ERP modernization project, the second time proved to be the charm for Allegis Corp., which performed two ERP deployments in seven years. “Two ERP deployments in seven years is not for the faint of heart,” admits Dave Shannon, CIO of the hardware distribution firm. Allegis had been using a legacy on-premises ERP system called Eclipse for about 15 years, which Shannon says met the business needs well but had limitations.

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Trending Sources

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Mark Landry’s Journey: From Kaggle to H2O.ai

Analytics Vidhya

In this Leading with Data, Mark Landry, a distinguished Director of Data Science & Product at H2O.ai and a renowned Kaggle Grandmaster, shares his unique perspective on the evolution of AI. With his impressive ranking and extensive experience, Mark has been at the forefront of data-driven innovation. In this article, we explore Mark’s journey, from […] The post Mark Landry’s Journey: From Kaggle to H2O.ai appeared first on Analytics Vidhya.

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Scaling a medical device company: A CIO’s digital transformation journey

CIO Business Intelligence

When I started at Novanta about five years ago, my first mission was to bring scalability to our Enterprise solutions, as well as developing a digital roadmap to modernize the technology footprint, reduce technical debt, and explore strategies to ensure that we’re growing at scale. Novanta is a leading global supplier of core technology solutions that give medical and advanced industrial original equipment manufacturers a competitive advantage.

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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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AI’s Role in Finance: A Conversation with Eleni Verteouri

Analytics Vidhya

In this Leading with Data episode, Eleni Verteouri, AI Tech Lead and Director at UBS, shares her invaluable insights on the transformative journey of AI in finance. With over a decade of experience in model development and a prestigious Forbes Cyprus 20 Women in Tech Award 2024 recognition, Eleni has been at the forefront of […] The post AI’s Role in Finance: A Conversation with Eleni Verteouri appeared first on Analytics Vidhya.

Finance 181
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Omar Hatamleh: “Todos los humanos tendrán gemelos digitales gracias a la computación cuántica y la IA”

CIO Business Intelligence

En el año 1900, justo cuando comenzaba el siglo XX, la esperanza de vida en España era de 35 años. Esto era así por la elevada mortalidad infantil. Si conseguías sobrevivir a los primeros cinco años de vida, entonces podías llegar a los 50 años. Un siglo después, en el 2000, la esperanza de vida era de 78 años, y hoy se sitúa en 82, lo que convierte a nuestro país en uno de los más “longevos” del mundo.

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Beware the rise of ‘ghost jobs’ — fake job openings with no intent to hire

CIO Business Intelligence

A job listing advertisement on a digital platform costs next to nothing, but the intelligence it can provide a company — even without any intent to fill the position — can be significant. A job listing alone can help a company build a potential talent base to draw on for the future, enable it to investigate market trends, or draw attention to the company as one experiencing growth.

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From Traditional to AI-Native: The Next Era of Applications & Databases

Analytics Vidhya

In this Leading with Data session, we are joined by Bob Van Luijt, CEO of Weaviate. Together, we explore the shift to AI-native applications, the importance of open-source communities, and advancements in AI databases. Discover how Weaviate drives innovation, the role of generative feedback loops, and tips for building impactful AI projects in today’s dynamic […] The post From Traditional to AI-Native: The Next Era of Applications & Databases appeared first on Analytics Vidhya.

Analytics 170
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Macy’s $154 million ‘hidden’ accounting mess shows the limits of today’s audit, GRC, and accounting systems

CIO Business Intelligence

Macy’s on Monday reported that it needed to delay its earnings announcement, itself a stunning move that public companies try to never make, because a lone employee manipulated the retailer’s accounting systems for three years, hiding as much as $154 million. Macy’s announced , “a single employee with responsibility for small package delivery expense accounting intentionally made erroneous accounting accrual entries to hide approximately $132 to $154 million of cumulative delivery expenses from

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SLMs vs LLMs: The Ultimate Comparison Guide

Analytics Vidhya

The artificial intelligence landscape is evolving with two competing approaches in language models. On one hand, Large Language Models (LLMs) like GPT-4 and Claude, trained on extensive datasets, are handling increasingly complex tasks each day. On the other side, Small Language Models (SLMs) are emerging, providing efficient solutions while still delivering commendable performance.

Modeling 153
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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3 reasons why the US government should lean on data and AI efficiency

CIO Business Intelligence

Elon Musk revolutionized products in the auto industry. No one brand since the Model T and Henry Ford has had such a profound impact on design thinking, efficiency, and innovation all running in parallel. Tesla cars can be updated 40 times more frequently than the giants in the industry. He’s done the same in space. Who thought commercial and national space programs could be brought together in such a way?

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What are Mean and Variance of the Normal Distribution?

Analytics Vidhya

The normal distribution, also known as the Gaussian distribution, is one of the most widely used probability distributions in statistics and machine learning. Understanding its core properties, mean and variance, is important for interpreting data and modelling real-world phenomena. In this article, we will dig into the concepts of mean and variance as they relate […] The post What are Mean and Variance of the Normal Distribution?

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El despliegue de ChatGPT Enterprise en BBVA desata una gran ola de innovación

CIO Business Intelligence

Hace ya unos meses que BBVA, la entidad financiera española con más de 167 años de historia a sus espaldas, está sentando las bases para afrontar el gran reto que supone la aplicación de la inteligencia artificial (IA) generativa al sector bancario. En concreto, según han dado a conocer desde la organización, los movimientos de la institución financiera están orientados al desarrollo y la implantación de una IA generativa segura y responsable que les permita impulsar la eficiencia e innovación d

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5 Tips for Building Scalable Data Pipelines

KDnuggets

Building data pipelines is a very important skill that you should learn as a data engineer. A data pipeline is just a series of procedures that transport data from one location to another, frequently changing it along the way.

IT 114
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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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Plan para ejecutar con éxito estrategias de TI alineadas con el negocio

CIO Business Intelligence

En nuestro cambiante mundo digital, es esencial sincronizar las estrategias de TI con los objetivos empresariales para lograr un éxito duradero. La tecnología ha pasado de ser una función administrativa a un factor clave para el crecimiento empresarial, la innovación y la ventaja competitiva. Independientemente de si Peter Drucker dijo o no que “la cultura se come a la estrategia en el desayuno”, el sentimiento sigue siendo particularmente relevante en TI, donde la colaboración constructiva en

KPI 110
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Build a Data Science App with Python in 10 Easy Steps

KDnuggets

Learn how to build a data science app with Python, using Scikit-Learn and FastAPI, one step at a time.

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Viajes aéreos 100% digitales, seguros y personalizados gracias a la biometría

CIO Business Intelligence

Imagínese una experiencia paperless en los aeropuertos, donde la fricción se reduzca considerablemente y la experiencia del viajero relegue al pasado el estrés y la tensión. Esto ya es una realidad gracias a la alianza suscrita entre la compañía española especializada en verificación digital, Facephi, y la Asociación Internacional de Transporte Aéreo (IATA, por sus siglas en inglés).

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What I Actually Do As a Data Scientist (in 2024)

KDnuggets

Here’s what it takes to become a successful data scientist in 2024.

IT 121
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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Capgemini expande las capacidades de su fábrica de aplicaciones inteligentes

CIO Business Intelligence

Capgemini ha anunciado formalmente la expansión global de su Intelligent App Factory en Azure , que unirá a Mistral AI y Microsoft con el fin de acelerar la adopción de tecnologías de inteligencia artificial (IA) generativa. De la mano, las tres organizaciones están cooperando para abordar las necesidades específicas de las empresas que requieren implementaciones muy personalizadas, incluidas las industrias altamente reguladas.

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From Vision to Value: Visual GenAI in Dataiku

Dataiku

Everything changed in October of 2023. Prior to October of that year, Generative AI (GenAI) had already been creating steady waves across all industries, altering the way and speed at which work was produced. However, that autumn, OpenAI natively included their image generation model, DALL-E 2, into ChatGPT. This integration brought the idea of visual GenAI image creation into the mainstream.

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Los CIO se enfrentan a los problemas de crecimiento de la IA

CIO Business Intelligence

El camino que tienen por delante los líderes de TI para convertir la promesa de la inteligencia artificial (IA) generativa en valor comercial sigue siendo empinado y desalentador , pero los componentes clave de la hoja de ruta de la IA generativa (datos, plataforma y habilidades) están evolucionando y definiéndose mejor. Esa fue la conclusión clave del panel Qué viene después para IA generativa en las empresas que tuvo lugar en el marco del evento Big.AI@MIT , moderado por Lan Guan, CAIO en Ac

ROI 98
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Add *Embedded* Captions to Recorded Presentations with Descript

Depict Data Studio

Are you presenting online? Are you sharing the replays with attendees? Captions increase the accessibility of our recordings, making it easier for attendees with hearing issues, audio/tech glitches, and non-English speakers to follow our ideas. In this lesson, you’ll learn about embedded captions with Sue Griffey. ( Embedded captions means that the captions are “stuck” or “burned” inside the video file itself, not as an extra button that viewers have to remember to

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Why data quality drives AI success

CIO Business Intelligence

When it comes to AI, the secret to its success isn’t just in the sophistication of the algorithms — it’s in the quality of the data that powers them. AI has the potential to transform industries, but without reliable, relevant, and high-quality data, even the most advanced models will fall short. Organizations must prioritize strong data foundations to ensure that their AI systems are producing trustworthy, actionable insights.

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Protected: Optimizing Your Architecture for AI Innovations – Participant Summary

BI-Survey

Thank you for giving your time to participate in Optimizing Your Architecture for AI Innovations.

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AI ed etica: la priorità è mitigare i rischi e assicurare la compliance

CIO Business Intelligence

Era il novembre del 2021 quando l’Unesco annunciava l’adozione del primo testo mondiale sull’etica dell’ intelligenza artificiale , ratificato dai 193 Paesi membri dell’organizzazione delle Nazioni Unite. Le tecnologie dell’AI “possono rendere grandi servizi all’umanità” e “tutti i Paesi possono beneficiarne”, ma “sollevano anche preoccupazioni etiche di fondo”, recitava il testo, raccomandando uno sviluppo e un uso dell’AI fondato sui valori di “rispetto, protezione e promozione dei diritti del

Risk 52
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The Biggest Trends Dynamics Users Can Expect to See in 2025

Jet Global

If the operating theme for finance teams in 2024 was “automate workflows and optimize costs to drive value,” then the operating theme for 2025 is shaping up to be, “stay the course.” While inflation did recede in 2024, it did so much more slowly than hoped, leading to fewer interest rate cuts than expected and slower economic growth than desired. Add in continuing geopolitical instability, and it’s easy to see why operating plans for 2025 are unlikely to look significantly different from 2024 pl

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Trace3 names Jason Peoples as Outlier Award winner for 2024

CIO Business Intelligence

Innovators have the unique ability to see what’s possible, bringing together in new ways, acclimating to change and thriving within it, and creating true transformation. Few people are true innovators, but it’s those characteristics that make an innovator worthy of the title “Outlier.” Jason Peoples is one of those rare people. Trace3 recently awarded Peoples its highest honor, the Outlier Award.