Thu.Oct 17, 2024

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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 207
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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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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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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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CrewAI Multi-Agent System for Writing Article from YouTube Videos

Analytics Vidhya

Introduction In the era of an evolving digital world, automation redefines how humans approach everyday tasks, including research, content creation and much more. A new and exciting tool emerging in this field is CrewAI, which enables multiple AI agents to work together, solving complex problems with enhanced creativity and decision-making by prioritising collaborative intelligence.

Analytics 208
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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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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 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 119
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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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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 114
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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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 114
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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.

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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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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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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

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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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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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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 108
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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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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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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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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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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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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 222
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Enterprise ABM Marketing Tools: A Marketers Guide

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.

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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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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 208
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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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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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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.