Analytics Vidhya

SEPTEMBER 12, 2024

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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KDnuggets

SEPTEMBER 12, 2024

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

Data Science 156

Data Science 156

Analytics Vidhya

SEPTEMBER 12, 2024

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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Modeling Marketing Analytics IT 336

KDnuggets

SEPTEMBER 12, 2024

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

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

Optimization

Analytics Vidhya

SEPTEMBER 12, 2024

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.

Modeling 306

Modeling Analytics 306

CIO Business Intelligence

SEPTEMBER 12, 2024

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.

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Sales Enterprise Optimization Cost-Benefit 143

CIO Business Intelligence

SEPTEMBER 12, 2024

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.

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Software Cost-Benefit Testing Consulting 143

Analytics Vidhya

SEPTEMBER 12, 2024

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.

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Modeling Analytics 143

KDnuggets

SEPTEMBER 12, 2024

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

Analytics 139

Analytics IT 139

Analytics Vidhya

SEPTEMBER 12, 2024

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?

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Modeling Analytics 143

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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?

Business Intelligence

AWS Big Data

SEPTEMBER 12, 2024

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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Optimization Snapshot Metadata Metrics 128

Analytics Vidhya

SEPTEMBER 12, 2024

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

Modeling Management Analytics 143

CIO Business Intelligence

SEPTEMBER 12, 2024

For most organizations, the effective use of AI is essential for future viability and, in turn, requires large amounts of accurate and accessible data. Across industries, 78 % of executives rank scaling AI and machine learning (ML) use cases to create business value as their top priority over the next three years. Yet, organizations need help in scaling AI and moving applications from pilot to production.

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Unstructured Data Data Quality Structured Data Modeling 119

Analytics Vidhya

SEPTEMBER 12, 2024

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?

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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.

Reporting

CIO Business Intelligence

SEPTEMBER 12, 2024

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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AWS Big Data

SEPTEMBER 12, 2024

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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Data Lake Analytics Data-driven Data Strategy 113

CIO Business Intelligence

SEPTEMBER 12, 2024

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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AWS Big Data

SEPTEMBER 12, 2024

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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📌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.

Data-driven

CIO Business Intelligence

SEPTEMBER 12, 2024

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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Smart Data Collective

SEPTEMBER 12, 2024

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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Big Data Analytics Technology IT 103

CIO Business Intelligence

SEPTEMBER 12, 2024

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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AWS Big Data

SEPTEMBER 12, 2024

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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Management Analytics Data Lake Interactive 102

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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.

Enterprise

CIO Business Intelligence

SEPTEMBER 12, 2024

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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Data Virtualization

SEPTEMBER 12, 2024

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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Data Integration Business Objectives Data-driven Management 52

CIO Business Intelligence

SEPTEMBER 12, 2024

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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Dataiku

SEPTEMBER 12, 2024

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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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.

Marketing

CIO Business Intelligence

SEPTEMBER 12, 2024

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 115

IT 115

CIO Business Intelligence

SEPTEMBER 12, 2024

Now that AI can unravel the secrets inside a charred, brittle, ancient scroll buried under lava over 2,000 years ago, imagine what it can reveal in your unstructured data–and how that can reshape your work, thoughts, and actions. Unstructured data has been integral to human society for over 50,000 years. More recently, some of the earliest examples are ancient scrolls and tally sticks –notched wood or bones used to record transactions, debts, and ownership.

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CIO Business Intelligence

SEPTEMBER 12, 2024

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.

Experimentation 111

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CIO Business Intelligence

SEPTEMBER 12, 2024

CIOs are under pressure to drive through AI initiatives that will make their organizations more competitive, effective, and productive. Yet for many, data is as much an impediment as a key resource. At Gartner’s London Data and Analytics Summit earlier this year, Senior Principal Analyst Wilco Van Ginkel predicted that at least 30% of genAI projects would be abandoned after proof of concept through 2025, with poor data quality listed as one of the primary reasons.

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Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.

Business Intelligence