Fri.Sep 20, 2024

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DataGemma: Grounding LLMs Against Hallucinations

Analytics Vidhya

Introduction Large Language Models are rapidly transforming industries—today, they power everything from personalized customer service in banking to real-time language translation in global communication. They can answer questions in natural language, summarize information, write essays, generate code, and much more, making them invaluable tools in today’s world.

Modeling 291
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Deepfakes break through as business threat

CIO Business Intelligence

Deepfakes targeting enterprise financial data used to be a hypothetical concern, but that’s no longer the case, as criminal deepfakers now target more than a quarter of all companies, according to a recent survey. About 15% of executives say cybercriminals have targeted their companies’ financial or accounting data using deepfakes at least once in the past year, while another 11% say they’ve seen multiple deepfake scams.

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Popular LLM Agent Tools for Customer Query Management

Analytics Vidhya

Introduction Today, the world of customer query management is moving at an unprecedented pace, with new tools making headlines every day. Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

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VoiceChat with Your LLMs using AlwaysReddy

KDnuggets

Rapid development is happening around us, and one of the most interesting aspects of this evolution is artificial intelligence's ability to communicate through natural language with humans. Suppose you want to communicate with some LLM running on your computer without switching between applications or windows, just by using a voice hotkey. This is exactly what.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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A Comprehensive Guide on Replit Agent

Analytics Vidhya

Introduction Imagine developing apps with the same ease as a conversation. There would be no complicated development environments to set up and no need to look through configuration files. Converting concepts into valuable apps can be a daunting task for many people. Installing different dependencies, setting up databases, and closely monitoring deployments are all necessary.

Analytics 267
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How to Import Data into BigQuery

KDnuggets

Data come from everywhere, and the number of origins, sources, and formats under which valuable data may appear underscores the need for database management tools capable of loading data from multiple sources. This tutorial illustrates how to load datasets from different formats and sources into Google BigQuery. All the prerequisites we need are having registered.

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EU rules stifle AI innovation, claims Meta letter

CIO Business Intelligence

The European Union risks becoming an artificial intelligence backwater thanks to a “fragmented and unpredictable” regulatory environment that is damaging the technology’s development. That’s according to a blunt open letter and newspaper advertisement signed by 49 executives, researchers and industry organizations, notably including the CEOs of SAP, Spotify, and Ericsson.

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What is PaperQA and How Does it Assist in Scientific Research?

Analytics Vidhya

Introduction With the advancement of AI, scientific research has seen a massive transformation. Millions of papers are published annually on different technologies and sectors. But, navigating this ocean of information to retrieve accurate and relevant content is a herculean task. Enter PaperQA, a Retrieval-Augmented Generative (RAG) Agent designed to tackle this exact problem.

IT 265
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6 ways to prepare for a difficult conversation with a direct report

CIO Business Intelligence

IT leaders face many challenging tasks, but few are more daunting than engaging with a direct report who has, in one way or another, become unreliable or neglectful. There are various reasons why a manager or executive may need to have a frank conversation with a direct report, says Orla Daly, CIO at training services provider Skillsoft. “Fundamentally, it boils down to whether the individual is meeting performance expectations and contributing positively to the team and broader culture,” she ex

Reporting 128
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Rohan Rao’s Framework for Selecting the Right LLMs for Business Needs!

Analytics Vidhya

In this episode of Leading with Data, we dive into the fascinating world of data science with Rohan Rao, a Quadruple Kaggle Grandmaster and expert in machine learning solutions. Rohan shares insights on strategic partnerships, the evolution of data tools, and the future of large language models, shedding light on the challenges and innovations shaping […] The post Rohan Rao’s Framework for Selecting the Right LLMs for Business Needs!

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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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The Role of Data Protection Regulations for Data-Driven Brands

Smart Data Collective

Data-driven companies need to follow big data regulations carefully if they want to avoid legal hassles.

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Pixtral 12B vs Qwen2-VL-72B: Which is Better for Image Generation?

Analytics Vidhya

Introduction The AI revolution has given rise to a new era of creativity, where text-to-image models are redefining the intersection of art, design, and technology. Pixtral 12B and Qwen2-VL-72B are two pioneering forces driving this transformation, enabling the seamless conversion of text prompts into stunning visuals that captivate, inspire, and inform.

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Un paso adelante en la digitalización del Camino de Santiago francés sin renunciar a su legado, tradición y espiritualidad

CIO Business Intelligence

Una tradición que data del siglo IX, un legado dispuesto a reinventarse con el fin de seguir latiendo. El Camino de Santiago es un indiscutible del patrimonio mundial, una joya del turismo español que, ahora , vive su tercera gran transformación de la mano de la tecnología y la innovación. Y lo hace, como no podía ser de otra forma, de una manera respetuosa con la esencia clásica del viaje.

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Retrieval Augmented ML: How Can You Best Leverage a Data Lake?

Dataiku

In this series of blog posts, we have been exploring the problem of augmenting a table using information contained in a data lake (a large collection of datasets). First, we explored how to combine tables through intelligent join suggestion , then we considered how to scale the problem through set matching with hash-based methods.

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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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5 key takeaways from Dreamforce 2024

CIO Business Intelligence

As Salesforce’s 2024 Dreamforce conference rolls up the carpet for another year, here’s a look at a few high points as Salesforce pitched a new era for its customers, centered around Agentforce for bringing agentic AI to enterprise sales and service operations. “We want to be the first to welcome you into the future,” said Salesforce cofounder and CEO Marc Benioff during his opening keynote, “and we look at our Salesforce platform as ‘your future as a service.’” [ Related: Dreamforce 2024 cover

Sales 122
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¿Está pensando en crear sus propios agentes de IA? No lo haga, dicen los asesores

CIO Business Intelligence

La inteligencia artificial (IA) agéntica , una forma de tecnología diseñada para ejecutar funciones específicas dentro de una organización sin intervención humana, está ganando adeptos a medida que las empresas buscan automatizar los flujos de trabajo empresariales , aumentar el rendimiento de los trabajadores humanos y obtener valor de la IA generativa.

Software 122
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6 Key considerations when orchestrating your Windows 11 Pro upgrade

CIO Business Intelligence

Because Windows 11 Pro has new hardware requirements, your upgrade strategy must both address hardware and software aspects, not to mention security, deployment plans, training, and more. This checklist will get you off on the right track. 1. Assess hardware compatibility Hardware refresh requires careful planning and sufficient lead time. Conduct a hardware compatibility assessment to understand the initiative’s scope, explore upgrade options, and secure necessary resources.

Software 115
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Tubos Reunidos commits to total digital production

CIO Business Intelligence

Over its more than 130 years, Tubos Reunidos has gone through various phases of modernization and expansion, including incorporating new technologies and more efficient production processes to stay competitive in a fast-paced market. The need to modernize has only intensified over the last decade. Today, producing seamless steel tubes for the energy and industrial sectors is markedly different to what it was only a few years ago.

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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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Unlocking AI’s retail potential with Microsoft Copilot

CIO Business Intelligence

To remain competitive, retailers must embrace artificial intelligence (AI) and AI-driven innovation. Microsoft Copilot — integrated with the power of Windows 11 Pro — provides a strategic platform for streamlining operations, improving customer experiences, and empowering store associates. It allows retailers to optimize both front-end and back-end operations, addressing key business challenges and creating new opportunities for efficiency.