Tue.Aug 27, 2024

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Mastering Image and Video Segmentation with SAM 2

Analytics Vidhya

Introduction This guide will walk you through what Segment Anything Model 2 is, how it works, and how you’ll utilize it to portion objects in pictures and videos. It offers state-of-the-art execution and adaptability in fragmenting objects into pictures, making it an important resource for a assortment of computer vision applications. This directly points to supplying […] The post Mastering Image and Video Segmentation with SAM 2 appeared first on Analytics Vidhya.

Modeling 290
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How to Build and Train a Transformer Model from Scratch with Hugging Face Transformers

KDnuggets

A step-to-step guide to navigate you through training your own transformer-based language model.

Modeling 144
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Self Hosting RAG Applications On Edge Devices with Langchain and Ollama–Part II

Analytics Vidhya

Introduction In the second part of our series on building a RAG application on a Raspberry Pi, we’ll expand on the foundation we laid in the first part, where we created and tested the core pipeline. In the first part, we created the core pipeline and tested it to ensure everything worked as expected. Now, […] The post Self Hosting RAG Applications On Edge Devices with Langchain and Ollama–Part II appeared first on Analytics Vidhya.

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5 Tips for Using Regular Expressions in Data Cleaning

KDnuggets

Learn how to use regular expressions in Python for data cleaning.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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TrOCR and ZhEn Latex OCR: A Comparison of Image-to-Text and Latex Models

Analytics Vidhya

Introduction Diving into the world of AI models, language models and other software that can be applied in real tasks like virtual assistance and content creation are very popular. However, there is still a lot to explore with image-to-text models. Optimal Character Recognition (OCR) is the foundation of building vast encoder-decoder models. So, when you […] The post TrOCR and ZhEn Latex OCR: A Comparison of Image-to-Text and Latex Models appeared first on Analytics Vidhya.

Modeling 269
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Rising cloud costs leave CIOs seeking ways to cope

CIO Business Intelligence

If you’re stressing over cloud cost increases, you’re not alone. Three out of every five organizations saw cloud spending increase in the past year, with nearly four in 10 who experienced price hikes saying their costs jumped by more than 25% — this according to a recent survey of IT professionals commissioned by cloud provider Civo. Several factors appear to be driving cloud cost increases, including inflation, a rush to deploy compute-hungry AI , and energy costs, says Mark Boost, CEO of Civo,

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6 insights every CIO should take away from the CrowdStrike debacle

CIO Business Intelligence

In early 2000, following IT’s unprecedentedly effective response to the Y2K situation, the world botched its after-action review. Consumed by the need to have someone to blame, influencers from around the world proclaimed it was a hoax perpetrated by IT to inflate technology budgets and its perceived importance. Happy to have a scapegoat, the world ignorantly sneered and then moved on to the next pseudo-culprit.

Testing 129
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How to Handle Outliers in Dataset with Pandas

KDnuggets

Dealing with outliers is crucial in data preprocessing. This guide covers multiple ways to handle outliers along with their pros and cons.

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NVIDIA launches ‘easy button’ for creating gen AI workflows

CIO Business Intelligence

Aiming to provide businesses with an “easy button” for starting development of enterprise generative AI applications, NVIDIA on Tuesday unveiled NVIDIA NIM Agent Blueprints, a catalog of pretrained, customizable AI workflows for a host of use cases, including customer service avatars, retrieval-augmented generation (RAG), and drug discovery virtual screening.

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Harness Zero Copy data sharing from Salesforce Data Cloud to Amazon Redshift for Unified Analytics – Part 1

AWS Big Data

This post is co-authored by Rajkumar Irudayaraj, Sr. Director of Product, Salesforce Data Cloud. In today’s ever-evolving business landscape, organizations must harness and act on data to fuel analytics, generate insights, and make informed decisions to deliver exceptional customer experiences. Salesforce and Amazon have collaborated to help customers unlock value from unified data and accelerate time to insights with bidirectional Zero Copy data sharing between Salesforce Data Cloud and Amazon

Data Lake 109
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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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Génesis, el proyecto del CSIC basado en IA que mejorará la gestión del agua

CIO Business Intelligence

El Instituto Geológico y Minero de España (IGME-CSIC) liderará el consorcio internacional Génesis (Geologically Enhanced NaturE-based Solutions for Climate Change Resiliency of Critical Water Infrastructure), un ambicioso proyecto que busca abordar los desafíos en la gestión del agua dulce provocados por el cambio climático. Para lograrlo, el organismo público de investigación se apoyará en soluciones basadas en la naturaleza y en tecnologías como la inteligencia artificial (IA) o la creación de

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Attribute Amazon EMR on EC2 costs to your end-users

AWS Big Data

Amazon EMR on EC2 is a managed service that makes it straightforward to run big data processing and analytics workloads on AWS. It simplifies the setup and management of popular open source frameworks like Apache Hadoop and Apache Spark , allowing you to focus on extracting insights from large datasets rather than the underlying infrastructure. With Amazon EMR, you can take advantage of the power of these big data tools to process, analyze, and gain valuable business intelligence from vast amoun

Metrics 103
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Principales tecnologías que irrumpirán en los negocios en 2025

CIO Business Intelligence

A veces, las tecnologías más prometedoras están justo delante de usted. Todo lo que hace falta es reconocer el valor empresarial inherente a su uso. Para hacernos una idea de las tecnologías más prometedoras para su uso en las empresas el año que viene, hemos encuestado a una serie de responsables de TI sobre los sistemas que creen que ayudarán a las empresas a innovar, servir mejor a sus clientes y transformar su forma de hacer negocios.

ROI 119
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Add Flexera’s State of the Cloud Report to Your Summer Reading List

Cloudera

It’s nearing the end of the summer in North America, and one report has been a staple on my reading list for more than a decade: the Flexera State of the Cloud Report. The annual survey of hundreds of global IT decision makers assesses cloud strategies, migration trends, and important considerations for companies moving to the cloud or managing cloud environments.

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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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El papel de la IA en la eficiencia operativa: más allá de la bala de plata

CIO Business Intelligence

La inteligencia artificial (IA) se ha ganado la reputación de solución milagrosa para un sinfín de retos empresariales modernos en todos los sectores. Desde mejorar la atención diagnóstica hasta revolucionar la experiencia del cliente, hay muchas industrias y organizaciones que han experimentado el verdadero poder transformador de la IA. Sin embargo, ese no es el caso para las grandes masas.

Software 116
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Data Analytics Plays a Key Role in Improving Instagram Visibility

Smart Data Collective

You will need to understand the importance of social media analytics if you are trying to boost your Instagram visibility.

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La 37ª edición de la Copa América revoluciona la experiencia del aficionado gracias a la tecnología

CIO Business Intelligence

Cada vez es más habitual ver cómo la tecnología se pone al servicio de la plantilla y el aficionado en competiciones deportivas mejorando con creces la experiencia. Ahora, Capgemini y America’s Cup Media han presentado WindSight IQ , un innovador producto que incorporarán a la retransmisión de la Louis Vuitton 37ª Copa América y que forma parte de la asociación global anunciada a principios de este año.

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How Can Data Visualization Help Me Achieve Business Results?

Smarten

Reporting and Data Visualization Improves Team Understanding! Statistics reveal that many people learn best when they see a story or information depicted in an image. Graphs, charts with colors, lines and shapes can often tell a story and communicate issues, challenges and opportunities in a business environment. According to Forbes, ‘Almost eighty-thousand scientific studies attest that visual images promote retention.

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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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Cognizant sues Infosys for misusing shared information

CIO Business Intelligence

A lawsuit filed in a Texas federal court on Friday is a good illustration of the problems that can arise when two competitors — or even potential competitors — sign Non-Disclosure and Access Agreements (NDAAs) to share sensitive information to ostensibly help mutual customers. Friday’s filing involved Cognizant Technology Solutions , Colorado-based TriZetto, whose software helps process medical claims, which is now owned by Cognizant, and India-based Infosys.

Software 111
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How to Move Lines to Front or Back of the Chart in Excel

Depict Data Studio

Do you have a line chart with tons of lines? Sometimes, the line you want to highlight… is stuck all the way in the back. Nobody can see that line, because it’s all covered up. Oops! In this video, you’ll learn how to rearrange the line chart so that the line you want your audience to see isn’t covered up. Watch the Tutorial What’s Inside 0:00 The Problem: Excel Graphs with Covered-Up Lines 0:23 Welcome to Dataviz On The Go 0:31 The Dataset 0:47 Another Problem: The

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Strategize, modernize, and lead: Transform your business with application portfolio modernization

CIO Business Intelligence

In 2019, it took an act of Congress to formally initiate the expansive modernization of the U.S. Internal Revenue Service (IRS), marking an ambitious leap toward reimagining taxpayer services and operations. The strategy unfolded through careful planning, leveraging technology to enhance the taxpayer experience and ensuring robust cybersecurity measures.

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5 Simple Strategies to Modernize Your Financial Planning and Analysis

Jet Global

As hard as it may be to believe, we are nearly a quarter of the way through the 21st century. Yet many businesses still rely on 20th century processes and technology to complete their financial planning and analysis tasks. This reliance on outdated methods can lead to inaccurate forecasts, missed opportunities, and a competitive disadvantage. Much like an outdated oven can still be used to cook a meal, outdated planning processes like manual data entry, static spreadsheets, and inflexible budget

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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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Meet KARL: the new container-based DaaS alternative to costly, traditional DVI platforms

CIO Business Intelligence

IT architect Marco Simoncini was enjoying Friday evening supper in a restaurant in Rome with his colleague Piernunzio Pennisi when inspiration struck. Simoncini began sketching out his vision on a napkin. Before long, he headed home. By 2am the following morning, he had finalised the design for a new kind of desktop-as-a-service (DaaS) service. “He left the restaurant without paying,” says Pennisi.

Software 107