Thu.Oct 17, 2024

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Evolution of Agentic RAG: From Long-context, RAG to Agentic RAG

Analytics Vidhya

So far, various models have served distinct purposes in artificial intelligence. These models have significantly impacted human life, from understanding and generating text based on input to significantly striding in natural language processing. However, while these models set benchmarks for linguistic tasks, they fall short when it comes to adding real-world action and interactions.

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AI-native software engineering may be closer than developers think

CIO Business Intelligence

Developers unimpressed by the early returns of generative AI for coding take note: Software development is headed toward a new era, when most code will be written by AI agents and reviewed by experienced developers, Gartner predicts. Organizations and vendors are already rolling out AI coding agents that enable developers to fully automate or offload many tasks, with more pilot programs and proofs-of-concept likely to be launched in 2025, says Philip Walsh, senior principal analyst in Gartner’s

Software 141
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A Comprehensive Guide to RAG-to-SQL on Google Cloud

Analytics Vidhya

Text-to-SQL technologies frequently struggle to capture the complete context and meaning of a user’s request, resulting in queries that do not exactly match the intended. While developers work hard to enhance these systems, it is worth questioning if there is a better method. Enter RAG-to-SQL—a new approach that combines natural language understanding with powerful data […] The post A Comprehensive Guide to RAG-to-SQL on Google Cloud appeared first on Analytics Vidhya.

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Choosing the best AI models for your business

CIO Business Intelligence

From digital assistants to code generation, many small to medium businesses (SMBs) harbor lofty ambitions for generative AI (GenAI). The next step, however, is just as significant: whether to build their AI initiatives from scratch or simply secure a quick win with an existing AI tool. For a resource-strapped business, this decision comes with a host of considerations, including AI readiness, existing infrastructure, and the amount of value derived, versus the effort required to realize their AI

Modeling 131
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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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Do Smaller Models Struggle Often in High Order Thinking?

Analytics Vidhya

I was reading about the challenges that large language models (LLMs) face despite their impressive progress in recent years. I came across this research paper on Not All LLM Reasoners Are Created Equal by Arian Hosseini, Alessandro Sordoni, Daniel Toyama, Aaron Courville, and Rishabh Agarwal. It is from Mila, Google DeepMind, and Microsoft Research.

Modeling 195
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Migrate from Amazon Kinesis Data Analytics for SQL to Amazon Managed Service for Apache Flink and Amazon Managed Service for Apache Flink Studio

AWS Big Data

Amazon Kinesis Data Analytics for SQL is a data stream processing engine that helps you run your own SQL code against streaming sources to perform time series analytics, feed real-time dashboards, and create real-time metrics. AWS has made the decision to discontinue Kinesis Data Analytics for SQL, effective January 27, 2026. In this post, we explain why we plan to end support for Kinesis Data Analytics for SQL, alternative AWS offerings, and how to migrate your SQL queries and workloads.

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Data center provider fakes Tier 4 data center certificate to bag $11M SEC deal

CIO Business Intelligence

Deepak Jain, CEO of a Maryland-based IT services firm, has been indicted for fraud and making false statements after allegedly falsifying a Tier 4 data center certification to secure a $10.7 million contract with the US Securities and Exchange Commission (SEC). The charges, filed by the US Department of Justice (DOJ) and made public on Wednesday, claim that Jain and his co-conspirators deceived the SEC by creating a fictitious certifier, “Uptime Council,” to falsely verify his firm’s data center

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Zero-shot Object Detection Using Grounding DINO Base

Analytics Vidhya

Detecting objects in an image requires some accuracy, especially when the image does not only take a box-like shape for easy detection. However, numerous models have provided solutions with state-of-the-art performance in object detection. Zero-shot object detection with the Grounding DINO base is another efficient model that allows you to scan through out-of-box images.

Modeling 190
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Bizkaia abre una ventana al futuro: la tecnología cuántica ilumina el mañana de la banca

CIO Business Intelligence

Un escenario con solera para una cita de carácter pionero internacional. San Mamés se viste de tiros largos durante la celebración de la primera edición de Bizkaia BBVA. Banks in Quantum Days , un evento vanguardista que abre una ventana al futuro al explorar cómo las tecnologías cuánticas pueden llegar a redefinir el mañana del sector financiero. Un hito posible gracias a la cooperación y coordinación de la Diputación Foral de Bizkaia y BBVA, quienes han organizado el primer foro europeo sobre

Software 115
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8 Free and Paid APIs for Your LLM Applications

Analytics Vidhya

In today’s business applications, APIs (Application Programming Interfaces) are transforming how we integrate and leverage AI capabilities. They serve as crucial bridges, enabling the seamless integration of Large Language Models (LLMs) into diverse software ecosystems. By facilitating efficient data exchange and functionality sharing, APIs of both open and closed-source LLMs allow applications to harness the […] The post 8 Free and Paid APIs for Your LLM Applications appeared first

Modeling 169
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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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Acumatica tweaks its cloud ERP for professional services firms

CIO Business Intelligence

Acumatica has released a new “edition” of its cloud-based enterprise resource planning (ERP) software tailored to the needs of mid-size professional services firms. The number of potential customers for Acumatica’s new functionality — or similar products from competitors — is huge. Globally, the professional services market, including legal, engineering, and consulting services, is expected to reach $6.5 trillion in 2024, according to The Business Research Company.

IT 111
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Microsoft Fabric Project Advice: Getting into the Thick of It

Paul Turley

Advice and lessons learned from working with consulting clients for nearly one year since Fabric was released. How to approach architecting solutions, choosing from among Fabric assets and tools, and getting your organization ready for Fabric adoption, developing, managing and deploying successful Fabric solutions.

IT 102
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Australia’s leading IT executives honoured at CIO50 2024 Awards

CIO Business Intelligence

The winners of the CIO50 Awards 2024 have been unveiled at a gala awards ceremony in Sydney. Australia’s most impactful technology leaders and their teams, along with the country’s leading cybersecurity executives, were honoured at the joint CIO50 and CSO30 Awards at the Shangri-La Hotel on Thursday night. Chief technology and innovation officer for Transport for NSW Kurt Brissett took out the CIO50 top spot.

IT 111
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Elevate your search and analytics skills with the new Amazon OpenSearch Service YouTube channel

AWS Big Data

Attention all developers, architects, and IT professionals! We’re thrilled to announce the launch of the official Amazon OpenSearch Service YouTube channel —a comprehensive resource for anyone looking to master Amazon OpenSearch Service. Whether you’re just getting started with searches , vectors, analytics, or you’re looking to optimize large-scale implementations, our channel can be your go-to resource to help you unlock the full potential of OpenSearch Service.

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Marketing Operations in 2025: A New Framework for Success

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.

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From Excel to AI: How Liberty Dental revolutionized care management

CIO Business Intelligence

Liberty Dental Plan insures about 7 million people in the United States as a dental insurance company. We are owned by a private equity company and Anthem, which is now called Elevance Health. Our job is to take care of all 7 million members of our members. So, my primary job as senior VP of health plan operations as well as being the CIO is to take care of technology and cybersecurity.

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Get started with Amazon DynamoDB zero-ETL integration with Amazon Redshift

AWS Big Data

We’re excited to announce the general availability (GA) of Amazon DynamoDB zero-ETL integration with Amazon Redshift , which enables you to run high-performance analytics on your DynamoDB data in Amazon Redshift with little to no impact on production workloads running on DynamoDB. As data is written into a DynamoDB table, it’s seamlessly made available in Amazon Redshift , eliminating the need to build and maintain complex data pipelines.

Metrics 92
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La IA hace que el ‘edge computing’ sea más relevante para los CIO

CIO Business Intelligence

Según un informe reciente de Gartner, los analistas predicen que la nueva fase de la IA empresarial anunciará sistemas autónomos que requerirán una intervención humana mínima, y que el 75% de los directores de Sistemas de Información (CIO, por sus siglas en inglés) aumentarán sus presupuestos para IA sólo durante este año. A medida que la IA generativa se integre en más dispositivos, dotarla de autonomía en la toma de decisiones dependerá de los datos en tiempo real y de evitar costes excesivos

IoT 111
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The Role of Data in Shaping the Future of Business in Mayfair

Smart Data Collective

Mayfair, one of the oldest districts in London, has started showing the benefits of investing in big data for business.

Big Data 109
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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.

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Digital addiction detox: Streamline tech to maximize impact, minimize risks

CIO Business Intelligence

] Forty-one percent of organizations adopted and used digital platforms for all or most functions in 2024, compared with just 26% in 2023, according to IDC’s May 2024 Future Enterprise Resiliency and Spending Survey, Wave 5. This rapid adoption, while driving innovation, has also led to overloaded IT architectures that are fast and automated but often fragile and complex.

Risk 104
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Streamlining Data Science Projects: How to Use Monday.com for Efficient Team Collaboration

KDnuggets

This article will discuss how to set up and streamline data science projects using Monday.com for project management among teams.

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6 Lessons IT Leaders Can Learn From Top Executive Chefs

Dataiku

This article was co-written by Ren Lee , SVP Marketing at Dataiku, and Mark Palmer , host of Executive Programs for Dataiku. Mark is a data and AI industry analyst for Warburg Pincus and a board member for six AI, data management, and data science companies. Time Magazine named him “A Tech Pioneer Who Will Change Your Life.” Mark is a LinkedIn Top Voice in Data Analytics.

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Creating a Personal Assistant with LangChain

KDnuggets

In this article I will show you how to create a personal assistant with LLM facilitated by LangChain.

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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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Foot Locker hace de la tecnología una capacidad empresarial

CIO Business Intelligence

El comercio minorista es dinámico, está en constante cambio y genera una gran cantidad de datos; y a través de la comercialización, las transacciones en tienda, la cadena de suministro, la tecnología digital y la fijación de precios, las oportunidades para aprovechar los datos son infinitas. La venta minorista omnicanal da aún más importancia a la capacidad de gestionar e integrar datos de forma eficaz en toda la empresa.

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End 2024 with Big Savings on AI Courses

KDnuggets

Career success with 30% off edX programs, 15% off executive education courses, and up to $1,000 off select boot camps with code EDXSUCCESS24 at checkout.

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Transform Your Data Strategy with the Denodo Platform and Snowflake

Data Virtualization

Reading Time: 3 minutes In today’s fast-paced, data-driven world, organizations are always looking for new ways to make the most of their data while keeping it accessible, secure, and cost-effective. That’s where combining a logical data abstraction layer with Snowflake’s powerful data capabilities comes. The post Transform Your Data Strategy with the Denodo Platform and Snowflake appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Ana

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3 Ways to Increase Trust in Your Epicor Data

Jet Global

Epicor’s ability to provide industry-focused, scalable, and customizable ERP solutions has made it a popular choice for organizations across the globe. Epicor’s built-in reporting capabilities are useful for standard reports but can be limiting for organizations that require more advanced analytics. Without deep technical knowledge of Epicor’s data structures, attempting to manually create custom reports can create serious roadblocks to data trust within your organization.

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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.