Tue.Nov 05, 2024

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The Race For Data Quality in a Medallion Architecture

DataKitchen

The Race For Data Quality In A Medallion Architecture The Medallion architecture pattern is gaining traction among data teams. It is a layered approach to managing and transforming data. The Medallion architecture is a design pattern that helps data teams organize data processing and storage into three distinct layers, often called Bronze, Silver, and Gold.

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Boost Model Evaluation with Custom Metrics in LLaMA-Factory

Analytics Vidhya

In this guide, I’ll walk you through the process of adding a custom evaluation metric to LLaMA-Factory. LLaMA-Factory is a versatile tool that enables users to fine-tune large language models (LLMs) with ease, thanks to its user-friendly WebUI and comprehensive set of scripts for training, deploying, and evaluating models. A key feature of LLaMA-Factory is LLaMA Board, […] The post Boost Model Evaluation with Custom Metrics in LLaMA-Factory appeared first on Analytics Vidhya.

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Generative Automation: An Alternative for Process Optimization

David Menninger's Analyst Perspectives

Agents are all the rage — and for a good reason. They are a way to automate work almost effortlessly so that repetitive and boring tasks get done with the least amount of effort on the part of the operator. In business, agents can be a boon for customer satisfaction and a way to improve worker productivity. They are alluring, with an almost unlimited number of potential use cases.

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From Paycheck to Payday: 5 Free AI Budgeting Tools in India

Analytics Vidhya

Do you often find yourself wondering where all of your money has gone, especially towards the end of the month? Does it feel like rent and EMI eats up most of your income? Would you like to get back control of your money and also save some of it? Well, artificial intelligence (AI) is here […] The post From Paycheck to Payday: 5 Free AI Budgeting Tools in India appeared first on Analytics Vidhya.

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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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Verint Focuses Bots on Contact Center Outcomes

David Menninger's Analyst Perspectives

Verint is operating in quite a different marketplace for contact center and agent management technology than existed five years ago. We have seen tremendous innovation and expansion of the available technologies for running centers and optimizing the performance of the human labor pool, as well as an explosion of tools built to automate customer interactions.

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Agentic RAG for Analyzing Customer Issues

Analytics Vidhya

RAG is a sophisticated AI technique that enhances the performance of LLMs by retrieving relevant documents or information from external sources during text generation; unlike traditional LLMs that rely solely on internal training data, RAG leverages real-time information to deliver more accurate and contextually relevant responses. While Naive RAG works very well for simple queries, […] The post Agentic RAG for Analyzing Customer Issues appeared first on Analytics Vidhya.

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7 Python Projects to Boost Your Data Science Portfolio

KDnuggets

Enhance your data science portfolio with these seven engaging Python projects that demonstrate essential programming and software engineering skills.

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Where many CIOs’ strategic visions fall short

CIO Business Intelligence

Setting direction is the first task of leadership. That’s because, by definition, you’re only leading when others are following. Leaders, that is, are supposed to say, “Follow me!” Those who are supposed to follow have every right to ask, “Where to?” “I don’t know” is not an answer likely to garner energetic enthusiasm. But even if you have a better answer, you aren’t done answering questions.

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Language Models Explained in 5 Minutes

KDnuggets

Familiarize yourself with the technology behind ChatGPT and Google Gemini in the time it takes to enjoy a cup of coffee.

Modeling 103
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Cómo generar valor empresarial exprimiendo los datos con la IA

CIO Business Intelligence

Aunque vivimos en un mundo cada vez más impulsado por los datos, la mayoría de las empresas no operan modelos de negocio basados en estos. El círculo virtuoso que impulsa el éxito de empresas tecnológicas como Alphabet, Meta y Amazon no se produce en las organizaciones que venden productos y servicios tradicionales. Sin embargo, las herramientas desarrolladas para sacar más partido de los datos propios que se generan en los procesos empresariales cotidianos son cada vez más accesibles y podrían

Marketing 115
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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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Meet Michelle Hoover, Cloudera’s new SVP of Global Alliances and Channels

Cloudera

Cloudera’s partner ecosystem delivers best-of-breed technology solutions to joint customers from the biggest names in the industry and is a core pillar of the company’s growth strategy. Cloudera is committed to fostering collaboration with partners, growing relationships, and innovating for the future. To elevate Cloudera’s partner ecosystem, the company recently announced the promotion of Michelle Hoover to Senior Vice President of Global Alliances & Channels.

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ADNOC, Masdar, and Microsoft join forces to drive AI and Low-Carbon initiatives for a sustainable energy future at ADIPEC 2024

CIO Business Intelligence

At ADIPEC 2024 in Abu Dhabi, ADNOC, Masdar, and Microsoft signed a Strategic Collaboration Agreement (SCA) to advance artificial intelligence and low-carbon initiatives aimed at reshaping the energy landscape. The collaboration, which combines expertise in energy and technology, is set to support environmental and economic goals through renewable energy, carbon capture, and efficiency projects that reduce emissions and enable a sustainable future.

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Learn Python and get Certified as a Data Analyst for Free this Week!

KDnuggets

From the 4th of November to the 10th of November, the entire DataCamp platform is free.

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Los CIO buscan perfeccionar la gobernanza de la IA a pesar de las dudas

CIO Business Intelligence

A medida que más proyectos de IA generativa pasen de la prueba de concepto a la fase de producción, los CIO experimentarán mayor presión para establecer políticas de gobernanza de esta tecnología con el fin de proteger no sólo a su empresa sino también sus puestos de trabajo. El gobierno estadounidense y la Unión Europea, así como los principales analistas del mercado, ofrecen numerosos marcos de gobernanza de la IA , pero no cabe duda de que, a medida que la innovación en IA generativa sobrepas

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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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El 30% de farmacéuticas desarrollan medicamentos con ayuda de la IA

CIO Business Intelligence

Según el Informe Ascendant, elaborado por Minsait tras entrevistar a directivos de 900 empresas de España y otros países de diversos sectores, la industria farmacéutica –que en Europa genera 300.000 millones de euros y aporta 175.000 millones de euros a la balanza comercial de la UE– ya ha integrado la inteligencia artificial en su día a día: “ Tres de cada cuatro empresas diseñan sus productos y servicios, más concretamente sus medicamentos, con la ayuda de la IA ”, reza el informe, que indica

Marketing 104
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Sustainability: Real progress but also thorny challenges ahead

CIO Business Intelligence

Over the past several years, organizations across the board have made progress in improving environmental sustainability by reducing greenhouse gas emissions, cutting back on toxic substances, using more earth-friendly packaging, and replacing energy-inefficient infrastructure. There is no denying that environmental sustainability is top of mind for many companies today.

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Almarai partners with Google Cloud to power its digital transformation journey

CIO Business Intelligence

This strategic partnership aims to empower Almarai to elevate its operational efficiency, drive sustainable growth, and deliver exceptional customer experiences amidst a rapidly evolving marketplace. As population growth and shifting consumer expectations reshape the Middle East’s food and beverage sector, Almarai has recognized the necessity of embracing advanced digital technologies.

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Meta offers Llama AI to US government for national security

CIO Business Intelligence

Meta will allow US government agencies and contractors in national security roles to use its Llama AI. The move relaxes Meta’s acceptable use policy restricting what others can do with the large language models it develops, and brings Llama ever so slightly closer to the generally accepted definition of open-source AI. Llama will be available to US government agencies and private sector partners, including Lockheed Martin, Microsoft, and Amazon, to support applications like logistics planning, c

Modeling 126
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.