Thu.Sep 12, 2024

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Setup Mage AI with Postgres to Build and Manage Your Data Pipeline

Analytics Vidhya

Introduction Imagine yourself as a data professional tasked with creating an efficient data pipeline to streamline processes and generate real-time information. Sounds challenging, right? That’s where Mage AI comes in to ensure that the lenders operating online gain a competitive edge. Picture this: thus, unlike many other extensions that require deep setup and constant coding, […] The post Setup Mage AI with Postgres to Build and Manage Your Data Pipeline appeared first on Analytics Vidhy

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AI coding assistants wave goodbye to junior developers

CIO Business Intelligence

Despite mixed early returns , the outcome appears evident: Generative AI coding assistants will remake how software development teams are assembled, with QA and junior developer jobs at risk. As AI assistants become better at writing code, CIOs and dev leaders will reshape their teams, focusing on AI specialists and senior developers to oversee AI-generated code, some IT leaders say.

Software 143
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How to Access OpenAI o1?

Analytics Vidhya

Introduction Strawberry is out in the market!!! I hope this will be as fruitful as the recent advancements in artificial intelligence brought by other OpenAI’s latest models. We have been waiting for GPT-5 for so long, and now OpenAI has released its fact-checking and high reasoning model—OpenAI o1, with a code name of Strawberry. This […] The post How to Access OpenAI o1?

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Salesforce unveils Agentforce to help create autonomous AI bots

CIO Business Intelligence

Salesforce today released Agentforce, a new suite of low-code tools aimed at helping enterprises build autonomous AI agents for sales, service, marketing, and commerce use cases. Agentforce, which has been in pilot phase for the past six months, combines three major Salesforce tools — Agent Builder, Model Builder, and Prompt Builder — to provide the necessary software development infrastructure to create these autonomous agents, according to the company.

Sales 122
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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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o1: OpenAI’s New Model That ‘Thinks’ Before Answering Tough Problems

Analytics Vidhya

Have you heard the big news? OpenAI just rolled out preview of a new series of AI models – OpenAI o1 (also known as Project Strawberry/Q*). These models are special because they spend more time “thinking” before they give you an answer. That means they’re better at tackling really tough problems in areas like science, […] The post o1: OpenAI’s New Model That ‘Thinks’ Before Answering Tough Problems appeared first on Analytics Vidhya.

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10 GitHub Repositories to Master Computer Vision

KDnuggets

The GitHub repository includes up-to-date learning resources, research papers, guides, popular tools, tutorials, projects, and datasets.

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Uber abraza la nube con CPU personalizadas

CIO Business Intelligence

Cuando Uber decidió en 2022 dejar de gestionar sus propios centros de datos, la empresa de transporte y reparto quería un alto nivel de control sobre cómo se ejecutaban sus cargas de trabajo en la nube, hasta el nivel de CPU. Uber, que anteriormente albergaba más del 90% de su infraestructura en sus propios centros de datos, recurrió a Oracle y Google en 2023 para que fueran sus proveedores en la nube en un esfuerzo por alejarlo “todo” de su propia infraestructura local.

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Fine-tuning & Inference of Small Language Models like Gemma

Analytics Vidhya

Introduction Imagine you’re building a medical chatbot, and the massive, resource-hungry large language models (LLMs) seem like overkill for your needs. That’s where Small Language Models (SLMs) like Gemma come into play. In this article, we explore how SLMs can be your perfect solution for focused, efficient AI tasks. From understanding what makes Gemma unique […] The post Fine-tuning & Inference of Small Language Models like Gemma appeared first on Analytics Vidhya.

Modeling 143
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The AWS Glue Data Catalog now supports storage optimization of Apache Iceberg tables

AWS Big Data

The AWS Glue Data Catalog now enhances managed table optimization of Apache Iceberg tables by automatically removing data files that are no longer needed. Along with the Glue Data Catalog’s automated compaction feature, these storage optimizations can help you reduce metadata overhead, control storage costs, and improve query performance. Iceberg creates a new version called a snapshot for every change to the data in the table.

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What is Graph of Thought in Prompt Engineering?

Analytics Vidhya

Introduction In prompt engineering, “Graph of Thought” refers to a novel approach that uses graph theory to structure and guide AI’s reasoning process. Unlike traditional methods, which often involve linear sequences of prompts, this concept models thought processes as interconnected nodes and edges in a graph, allowing for a more sophisticated and flexible approach to […] The post What is Graph of Thought in Prompt Engineering?

Modeling 143
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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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Dubai’s AI Security Policy: Paving the way for a digital future

CIO Business Intelligence

Dubai, a global leader in innovation and smart city development, is positioning itself as a pioneer in artificial intelligence implementation. Under the visionary leadership of H.H. Sheikh Mohammed bin Rashid Al Maktoum, the emirate is making rapid strides in digital transformation, with AI playing a pivotal role in these efforts. A core aspect of Dubai’s AI strategy is ensuring the security of AI systems, and the Dubai Electronic Security Center is at the forefront of these efforts.

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Claude vs Gemini: A Guide to Choose the Right Model

Analytics Vidhya

Introduction Within the quickly changing field of artificial intelligence, two language models, Claude and Gemini, have become prominent competitors, each providing distinct advantages and skills. Although both models can manage various natural language processing (NLP) tasks, they have notable differences in architecture, methodology, and applications.

Modeling 143
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3 steps to eliminate shadow AI

CIO Business Intelligence

Imagine a highly competitive market where the urgency to innovate is high. A product manager is under immense pressure to deliver complex customer insights that could pivot the company’s product strategy. Frustrated by the lack of generative AI tools, he discovers a free online tool that analyzes his data and generates the report he needs in a fraction of the usual time.

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How is the Finance Industry Adopting Generative AI?

Analytics Vidhya

Introduction The finance industry is the cornerstone of any country’s development, as it drives economic growth by facilitating efficient transactions and credit availability. The ease with which transactions occur and credit is availed determines the fluidity of markets. It also encourages investments and fosters innovation. Additionally, the increasing demand for financial services makes it critical […] The post How is the Finance Industry Adopting Generative AI?

Finance 143
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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

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¿Necesita su organización tecnología ‘data fabric’?

CIO Business Intelligence

Los tejidos de datos han ganado importancia en el último año a medida que más organizaciones buscan aprovechar sus datos y propiedad intelectual en soluciones de IA generativa. Los tejidos de datos ayudan a abordar los retos de centralizar los datos en las unidades de negocio y los conjuntos de datos alojados en nubes públicas, centros de datos y soluciones SaaS.

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How ZS built a clinical knowledge repository for semantic search using Amazon OpenSearch Service and Amazon Neptune

AWS Big Data

In this blog post, we will highlight how ZS Associates used multiple AWS services to build a highly scalable, highly performant, clinical document search platform. This platform is an advanced information retrieval system engineered to assist healthcare professionals and researchers in navigating vast repositories of medical documents, medical literature, research articles, clinical guidelines, protocol documents, activity logs, and more.

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Un asistente virtual para facilitar el acceso a las ayudas para el tejido empresarial en Extremadura

CIO Business Intelligence

En un esfuerzo conjunto por impulsar la inversión empresarial en Extremadura, el Ejecutivo autonómico e IBM han anunciado la puesta en marcha de un nuevo asistente virtual. Este, basado en la plataforma de datos e inteligencia artificial (IA) generativa IBM watsonx , pretende facilitar y simplificar el acceso a la información sobre ayudas al tejido empresarial en Extremadura.

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5 Quirky Data Science Projects to Impress

KDnuggets

Develop unique yet standing-out data science projects to improve your data portfolio.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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The AI Anywhere Real Estate uses to boost leads and listings

CIO Business Intelligence

Gartner describes AI as a ‘beacon of innovation’ that companies across all industries are leveraging to save money and increase productivity. But this doesn’t mean AI can do everything, cautions Rudy Wolfs, CTO at Anywhere Real Estate. “While no one can deny the potential and promise of AI, we must be aware of the immaturity of this technology today,” he says.

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Introducing the AI Lakehouse

KDnuggets

In order for Lakehouse to become a unified data layer for both analytics and AI, it needs to be extended with new capabilities

Analytics 104
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Building and managing an IT team for survival

CIO Business Intelligence

It is often suggested that rapid advances in technology are threatening jobs in the IT sector perhaps more than any other. Among the cited factors are the rapid popularity of AI technologies and the desire to automate many processes. If at all true, there are definite steps that CIOs can take to best protect staff – and themselves – against potential job actions.

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Harness Zero Copy data sharing from Salesforce Data Cloud to Amazon Redshift for Unified Analytics – Part 2

AWS Big Data

In the era of digital transformation and data-driven decision making, organizations must rapidly harness insights from their data to deliver exceptional customer experiences and gain competitive advantage. 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 Redshift.

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Enhance Customer Value: Unleash Your Data’s Potential

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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El MITECO lanza una ‘app’ para visualizar en tiempo real el Índice de Calidad del Aire

CIO Business Intelligence

El Ministerio para la Transición Ecológica y el Reto Demográfico (MITECO), con la colaboración del Ministerio para la Transformación Digital y de la Función Pública, ha puesto a disposición de la ciudadanía una nueva aplicación para dispositivos móviles. Así, la nueva herramienta permite la visualización en tiempo real del Índice Nacional de Calidad del Aire (ICA) que marcan las distintas estaciones de medición de la red nacional de vigilancia.

IT 89
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Leveraging Big Data and Analytics to Enhance Patient-Centered Care

Smart Data Collective

Big data technology has significantly changed the healthcare sector over the last few years and will continue to impact it for years to come.

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Moving through the gears with Mercedes-Benz CIO Katrin Lehmann

CIO Business Intelligence

Jürgen Hill: You’ve now been group CIO for about four months, and lead an IT team made up of around 11,000 employees. How do you assess the situation so far? Katrin Lehmann: We’re looking forward to the future. Since we live in a challenging, but exciting time, this applies both to Mercedes-Benz as a whole and to the entire tech industry. All you have to do is look at the speed at which technologies are changing at the moment, and my department is very well positioned for this.

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Differentiate generative AI applications with your data using AWS analytics and managed databases

AWS Big Data

While the potential of generative artificial intelligence (AI) is increasingly under evaluation , organizations are at different stages in defining their generative AI vision. In many organizations, the focus is on large language models (LLMs), and foundation models (FMs) more broadly. This is just the tip of the iceberg, because what enables you to obtain differential value from generative AI is your data.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

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Australia’s 2024 Next CIO finalists revealed

CIO Business Intelligence

The finalists for the Next CIO Award in this year’s CIO50 Australia have been announced. This award, now in its second year, recognises rising stars in ICT roles who are on the pathway to senior leadership. The Next CIO winner will be an individual who is exceeding expectations and helping drive innovation through their organisation. The finalists for the 2024 Next CIO Award are: Steve Abbott, general manager infrastructure and services, The Lottery Corporation Carrie Hu, head of digital product

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Elevating Data Integration: A Four-Tier Approach to Effective Data Preparation

Data Virtualization

Reading Time: 2 minutes In today’s data-driven landscape, the integration of raw source data into usable business objects is a pivotal step in ensuring that organizations can make informed decisions and maximize the value of their data assets. To achieve these goals, a well-structured. The post Elevating Data Integration: A Four-Tier Approach to Effective Data Preparation appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information

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How AI-driven data management helps organizations meet rising regulatory challenges

CIO Business Intelligence

Enterprises must reimagine their data and document management to meet the increasing regulatory challenges emerging as part of the digitization era. Laws such as the EU’s General Data Protection Regulation (GDPR), Saudi Arabia’s Personal Data Protection Law (PDPL) and the EU AI Act, underline the scale of the compliance challenge facing business. With data volumes and AI deployments set to grow, as well as new regulatory requirements in areas such as sustainability, it’s clear this must be a h

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The AI Governance Challenge: How to Foster Trust

Dataiku

In the fast-evolving world of analytics and AI, establishing a robust system of trust is paramount. In the third session of the Dataiku AI Governance webseries , Patrick Peinoit , Senior Product Manager, AI Governance at Dataiku, delved into the intricacies of AI Governance and how to navigate the challenges of building a trustworthy AI framework. This blog explores the key takeaways and insights from this session.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.