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 149

Data Science 149

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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Advertiser: ZoomInfo

Incorporating generative AI (gen AI) into your sales process can speed up your wins through improved efficiency, personalized customer interactions, and better informed decision- making. Gen AI is a game changer for busy salespeople and can reduce time-consuming tasks, such as customer research, note-taking, and writing emails, and provide insightful data analysis and recommendations.

Sales

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.

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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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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 Large language model (LLM) agents are the latest innovation boosting workplace business efficiency. They automate repetitive activities, boost collaboration, and provide useful insights across departments. Unlike typical task automation, LLM agents can also interpret and generate human-like text. This makes them suitable for various domains, including software development, quality analysis, human resources, marketing, finance, […] The post How LLM Agents are Reshaping Workplac

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Finance Software Marketing Modeling 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 122

Analytics IT 122

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

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Testing

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 Machine Learning 119

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?

Modeling 143

Modeling Analytics 143

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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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.

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Modeling Management Analytics 143

Advertiser: ZoomInfo

In today’s ultra-competitive markets, it’s no longer enough to wait for buyers to show obvious signs of interest. Instead, sales teams must be proactive, identifying and acting on nuanced buyer behaviors — often before prospects are fully ready to make a purchase. In this eBook from ZoomInfo & Sell Better, learn 10 actionable ways to use these buyer signals to transform your sales strategy and close deals faster.

Sales

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

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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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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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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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

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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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 100

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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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 91

Advertiser: ZoomInfo

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

Enterprise

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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Management IT Experimentation Technology 115

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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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

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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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

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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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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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.

Unstructured Data 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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Advertiser: ZoomInfo

Over the last two years, there’s been a 76 percent increase in AI adoption across sales organizations. The reason for its rise? AI increases teams’ productivity by predicting and automating actions that require manual effort. In other words, the research that takes reps hours, AI can do in seconds. For sales teams, AI opens up a world of new possibilities, including automating outreach, identifying best-fit buyers, and keeping CRMs flush with fresh data.

Sales