Mon.May 27, 2024

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How to Move Generative AI Applications to Production?

Analytics Vidhya

Introduction Deploying generative AI applications, such as large language models (LLMs) like GPT-4, Claude, and Gemini, represents a monumental shift in technology, offering transformative capabilities in text and code creation. The sophisticated functions of these powerful models have the potential to revolutionise various industries, but achieving their full potential in production situations presents a challenging […] The post How to Move Generative AI Applications to Production?

Modeling 370
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How to Use GPT for Generating Creative Content with Hugging Face Transformers

KDnuggets

Read this concise tutorial to find out how to use GPT to generate creative content with Hugging Face Transformers. No nonsense, just that facts.

Modeling 148
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Python String Matching With Pregex

Analytics Vidhya

Introduction String matching in Python can be challenging, but Pregex makes it easy with its simple and efficient pattern-matching capabilities. In this article, we will explore how Pregex can help you find patterns in text effortlessly. We will cover the benefits of using Pregex, a step-by-step guide to getting started, practical examples, tips for efficient […] The post Python String Matching With Pregex appeared first on Analytics Vidhya.

Analytics 328
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Google Have Just Dropped a New Course: AI Essentials

KDnuggets

A course that helps career switchers and advancers harness the power of AI to transform the way they work.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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How to Build an Effective Text Summarization Model Using Google’s T5-Base?

Analytics Vidhya

Introduction Text summarization is an essential part of natural language processing (NLP) that tries to shorten enormous amounts of text and make more readable summaries while retaining crucial information. Given the expansion of internet material, good summarizing techniques are essential for various applications, such as academic research, content generation, and news summaries.

Modeling 317
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Navigating Your Data Science Career: From Learning to Earning

KDnuggets

Is earning worth learning in today’s data science landscape? Short answer: yes. The long answer calls for an article.

More Trending

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Driving buy-in: How CIOs get hesitant workforces to adopt AI

CIO Business Intelligence

AI technologies have advanced at a dizzying pace over the past two years, but workforces at many enterprises remain hesitant to adopt them. A common assumption is that employees are reluctant to use AI-powered tools out of fear that these solutions will out-perform their own work, and in time, make them replaceable. While job displacement is certainly a concern, the reasons for this hesitancy are much more complex.

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Introducing DataCamps AI-Powered Chat Interface: DataLab

KDnuggets

An AI-powered insights platform to go from data to insight!

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DEI MIA in new Meta AI advisory group

CIO Business Intelligence

The creation of a new group to advise on AI and technology product strategy by Facebook parent Meta Platforms has been criticized by an executive member of the Responsible AI Institute (RAI) for what on the surface appears to be an acute lack of diversity. “It was definitely striking, I will say,” said Alyssa Lefaivre Škopac, head of global partnerships and growth with the RAI, of a panel that is made up of four white male entrepreneurs.

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Chart Snapshot: Dorling Cartograms

The Data Visualisation Catalogue

Also known as a Dorling Map or Circle Cartogram. A Dorling Cartogram is a Cartogram variation where each geographic region is represented by a circle, with the area being proportional to the data value being visualised geographically. The circles in a Dorling Cartogram are positioned approximately in their corresponding geographic locations while avoiding any overlapping between them.

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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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Así contribuye la IA a analizar el impacto del cambio climático en las aves

CIO Business Intelligence

Un equipo de investigadores españoles conformado por ingenieros de software y científicos de datos del Centro Universitario U-tad, así como ecólogos y biólogos de la Estación Biológica de Doñana (CSIC), han desarrollado un modelo de datos pionero bautizado como BIRDeep. En concreto, el grupo científico ha impulsado un sistema de seguimiento de la abundancia de especies de aves que, con la ayuda de la inteligencia artificial (IA), podrá identificar los distintos tipos de canto y , de esta forma,

Software 117
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INE Security Enables CISOs to Secure Board Support for Cybersecurity Training

CIO Business Intelligence

If there is a single theme circulating among Chief Information Security Officers (CISOs) right now, it is the question of how to get stakeholders on board with more robust cybersecurity training protocols. There are key points debated about why you should provide cybersecurity training to your IT professionals, like the alarming increase in cyberattacks (an increase of 72% over the all-time high in 2021, according to the Identity Theft Research Center’s 2023 Data Breach Report ), or the rapid ev

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A closer look: Huawei’s Net5.5G Intelligent Cloud Network takes aim at digital productivity

CIO Business Intelligence

With the onset of emerging technologies and increasing appetite among enterprises to create intelligent digital services, the demand for more bandwidth and better network connectivity is at an all-time high. The future of digital productivity rests on evolving network capabilities which Huawei has charted a path to achieve. Earlier this year at Mobile World Congress 2024 , Leon Wang, president of Huawei’s Data Communication Product Line, launched a fresh line-up of Net5.5G-oriented products and

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Los CEO españoles avanzan en la adopción de la IA generativa (con algunas reticencias)

CIO Business Intelligence

La inteligencia artificial (IA) generativa parece abrirse paso a buen ritmo en las organizaciones a pesar de ciertas reticencias. Según un nuevo informe impulsado por el IBM Institute for Business Value (IBV), los directores ejecutivos encuestados han puesto de relieve que se enfrentan a retos relacionados con los empleados, la cultura y la gobernanza a medida que toman decisiones para implementar y escalar la IA generativa con rapidez en sus organizaciones.

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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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La melodía de Microsoft Copilot podría ser música para los oídos del CIO

CIO Business Intelligence

Si alguien utilizara GPT-4o de OpenAI para resumir los anuncios de Build para los CIO en forma de lista de reproducción musical, al igual que se utilizó para contar una historia de forma cantarina durante su presentación a principios de este mes, podría dar en el clavo con los líderes de la C-suite que casi siempre tienen que hacer más con menos. Al menos eso dicen los analistas.

Software 110
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To gain advantage, IT leaders should turn competitors into collaborators

CIO Business Intelligence

Business leaders 10 years ago mostly focused on automation since the main objective of technology investment then was to drive down costs, decrease risk, and boost efficiency. It’s a different world today. Of course, technology should still boost cost efficiencies, but it also needs to drive revenue at the same time. For CIOs and other tech leaders, this means a shift in mindset to not only keep tech costs in check, but adopt a more entrepreneurial approach to explore how to drive business reven

IT 105
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Familia Torres apuesta por la tecnología para convertirse en una bodega de emisiones cero antes de 2040

CIO Business Intelligence

Cinco generaciones dedicadas al vino y a la vid están detrás de la historia de Familia Torres, una compañía bodeguera que dio sus primeros pasos en Villafranca del Penedès en 1870, cuando los hermanos Jaime y Miguel Torres Vendrell fundaron la bodega con una vocación cien por cien exportadora. Desde entonces, cada generación ha sentido el apego y el amor por la tierra, afrontando los retos que el contexto histórico y social le imponían , y ha contribuido al desarrollo de la bodega familiar, auna

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IA e Augmentation: ecco come i CIO stanno testando la nuova collaborazione tra persone e algoritmi

CIO Business Intelligence

L’ intelligenza artificiale potrebbe modificare il 60% dei lavori che oggi esistono nelle economie più avanzate. Non significa che li eliminerà: in parte potrà automatizzarli ma, in misura maggiore, li renderà “augmented”, ovvero darà alle persone degli strumenti per essere più efficienti. Queste stime pubblicate all’inizio dell’anno dal Fondo Monetario Internazionale [in inglese] trovano un riscontro nelle analisi condotte dal World Economic Forum [in inglese] alla fine del 2023: i grandi model

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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.