Fri.Oct 18, 2024

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Memory-Efficient Model Weight Loading in PyTorch

Analytics Vidhya

I recently came across a post by Sebastian that caught my attention, and I wanted to dive deeper into its content. As models grow larger and more complex, efficiently managing memory during model loading becomes increasingly important, especially when working with limited GPU or CPU resources. In his post, Sebastian covers practical tips for loading […] The post Memory-Efficient Model Weight Loading in PyTorch appeared first on Analytics Vidhya.

Modeling 164
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CIOs under pressure to deliver AI outcomes faster

CIO Business Intelligence

CIOs are under increasing pressure to generate business value from generative AI, but Salesforce CIO Juan Perez is among those IT leaders who believe such impatience from the C-suite could doom many projects. “The explosion of AI has really put CIOs in the spotlight and placed the CIOs in the hot seat like never before,” says Perez, fresh off two industry events in which many of his CIO colleagues say they feel they are between a rock and a hard place.

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12 Ways to Use Generative AI for SEO

Analytics Vidhya

The rise of generative AI (GenAI) is transforming the way digital marketers approach search engine optimization (SEO). GenAI-driven tools are helping businesses improve search rankings and drive organic traffic more efficiently than ever. According to a survey by seoClarity, 86% of companies have already integrated AI into their SEO strategy, and 83% of them have […] The post 12 Ways to Use Generative AI for SEO appeared first on Analytics Vidhya.

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The gap between AI investment and AI adoption

CIO Business Intelligence

AI continues to shape cloud strategies, but AI implementation is going slower than most predicted. This is frustrating for technology providers who have made big bets on AI. What’s going on? A recent survey conducted by Censuswide on behalf of Red Hat polled 609 IT managers across the United Kingdom and other major markets. More than 80% of IT managers reported an urgent AI skills shortage, mainly in areas such as generative AI , large language models (LLMs), and data science.

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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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Implementation of REAcT Agent using LlamaIndex and Gemini

Analytics Vidhya

In the past 2-3 years, we’ve witnessed unreal development in the field of AI, mainly in large language models, diffusion models, multimodals, and so on. One of my favorite interests has been in agentic workflows. Early this year, Andrew Ng, the founder of Coursera and a pioneer in deep learning, made a tweet saying “Agentic […] The post Implementation of REAcT Agent using LlamaIndex and Gemini appeared first on Analytics Vidhya.

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Así es la plataforma que permite digitalizar y comercializar experiencias personalizadas para cada viajero

CIO Business Intelligence

El segmento tours y actividades de la cadena de valor turístico representa actualmente el tercer mercado más importante del sector travel. Así, con la ambición de posicionarse como referente en innovación experiencial y consciente de la necesidad de renovación, adaptación y digitalización de estos servicios, Barceló Hotel Group da un paso más allá con el lanzamiento de Barceló Experiences.

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El desarrollo de ‘software’ nativo de IA podría estar más cerca de lo que parece

CIO Business Intelligence

Los desarrolladores no impresionados por los primeros resultados de la inteligencia artificial (IA) generativa para la codificación toman nota: el desarrollo de software se dirige hacia una nueva era, en la que la mayor parte del código será escrito por agentes de IA y revisado por desarrolladores experimentados , predice Gartner. Organizaciones y proveedores ya están desplegando agentes de codificación de IA que permiten a los desarrolladores automatizar completamente o descargar muchas tareas,

Software 112
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How to Learn Python the Lazy Way

KDnuggets

The title says everything. It is a guide for lazy people who want to learn Python and earn dollars.

IT 109
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Computación cuántica para optimizar la red de distribución eléctrica de i-DE en España

CIO Business Intelligence

La distribuidora eléctrica del grupo Iberdrola, i-DE, colabora con Ayesa en el desarrollo de una solución basada en tecnología cuántica de cara a optimizar la red eléctrica de España. La unión ha sido impulsada y financiada desde el Global Smart Grids Innovation Hub de la energética, centro de referencia mundial sobre la innovación en redes inteligentes, en el que la compañía explora el uso y los beneficios de tecnología de vanguardia.

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Chart Snapshot: Fan Charts

The Data Visualisation Catalogue

A Fan Chart is a visualisation tool used in time series analysis to display forecasts and associated uncertainties. This chart combines the use of a Line Graph to represent the observed past data with a graduated Range Area Graph for future projections. Each shaded area shows the range of possible future outcomes and represents different levels of uncertainty with the darker shades indicating higher levels of probability.

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

Speaker: Jay Allardyce

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.

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Bodega Matarromera blends tradition and tech in search of winemaking excellence

CIO Business Intelligence

Along the Duero basin in north-central Spain stretches one of the country’s most fruitful wine-producing areas. In every direction are many vineyards, but specifically, near the small town of Valbuena de Duero, is the marquee winery Matarromera, a family-run business that has an additional 11 distributed throughout the country in seven protected designations of origin (PDO).

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What Can AI Do for Data Science?

KDnuggets

Check out these 10 use cases for AI to shine.

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Helping the public aboard the AI bandwagon

CIO Business Intelligence

When the first automobiles started making their way across our muddy, rutted roads, the public’s reaction was decidedly mixed. One car inventor remembers being called “crazy” for thinking his “fool contraption…will ever displace the horse.” And in cities, pedestrians bristled, and outright refused to yield the streets, angered by the idea that they be “ forced to submit to the tyranny of the automobilist.

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Agora: Bringing the Denodo Platform to the Cloud with a Fully-Managed Service

Data Virtualization

Reading Time: 3 minutes For many years, the Denodo Platform has been helping organizations across the world make sense of their data, no matter how scattered or complex. Whether your data is in the cloud, on-premises, or across multiple cloud systems, Denodo brings it. The post Agora: Bringing the Denodo Platform to the Cloud with a Fully-Managed Service appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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Notion Templates Every Data Scientist Should Have in 2024

KDnuggets

Don’t miss the templates that could improve your productivity.

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The European Health Data Space (EHDS) Regulation: Enabling Data Driven Innovation in Healthcare

Data Virtualization

Reading Time: 3 minutes The field of public health has much to celebrate with the European Health Data Space (EHDS) regulation, which seeks to advance scientific research by making health data more accessible to researchers. In the same spirit as the EU Data Act, The post The European Health Data Space (EHDS) Regulation: Enabling Data Driven Innovation in Healthcare appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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A customer’s journey with Amazon OpenSearch Ingestion pipelines

AWS Big Data

This is a guest post co-written with Mike Mosher, Sr. Principal Cloud Platform Network Architect at a multi-national financial credit reporting company. I work for a multi-national financial credit reporting company that offers credit risk, fraud, targeted marketing, and automated decisioning solutions. We are an AWS early adopter and have embraced the cloud to drive digital transformation efforts.

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Use (Almost) Any Language Model Locally with Ollama and Hugging Face Hub

KDnuggets

You can now run any GGUF model from Hugging Face's model hub with Ollama using a single command. Learn how here.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Single sign-on SSO for Amazon OpenSearch Service using SAML and Keycloak

AWS Big Data

A standard use case for customers is to integrate existing identity providers (IdPs) with Amazon OpenSearch Service. OpenSearch Service offers built-in support for single sign-on (SSO) authentication for OpenSearch Dashboards, and uses SAML protocol. The SAML authentication for OpenSearch Service lets you integrate your existing third-party IdPs, such as Okta, Ping Identity, OneLogin, Auth0, ADFS, Azure Active Directory, and Keycloak, with OpenSearch Service dashboards.