Mon.Nov 11, 2024

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A Guide to Flax: Building Efficient Neural Networks with JAX

Analytics Vidhya

Flax is an advanced neural network library built on top of JAX, aimed at giving researchers and developers a flexible, high-performance toolset for building complex machine learning models. Flax’s seamless integration with JAX enables automatic differentiation, Just-In-Time (JIT) compilation, and support for hardware accelerators, making it ideal for both experimental research and production.

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CIOs to spend ambitiously on AI in 2025 — and beyond

CIO Business Intelligence

While the ROI of any given AI project remains uncertain , one thing is becoming clear: CIOs will be spending a whole lot more on the technology in the years ahead. Research firm IDC projects worldwide spending on technology to support AI strategies will reach $337 billion in 2025 — and more than double to $749 billion by 2028. Those bullish numbers don’t surprise many CIOs, as IT leaders from nearly every vertical are rolling out generative AI proofs of concept, with some already in production.

ROI 137
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Use Amazon Kinesis Data Streams to deliver real-time data to Amazon OpenSearch Service domains with Amazon OpenSearch Ingestion

AWS Big Data

In this post, we show how to use Amazon Kinesis Data Streams to buffer and aggregate real-time streaming data for delivery into Amazon OpenSearch Service domains and collections using Amazon OpenSearch Ingestion. You can use this approach for a variety of use cases, from real-time log analytics to integrating application messaging data for real-time search.

Metadata 121
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Saudi Arabia launches $100 Billion AI initiative to lead in global tech

CIO Business Intelligence

Saudi Arabia has announced a 100 billion USD initiative aimed at establishing itself as a major player in artificial intelligence, data analytics, and advanced technology. The program, known as Project Transcendence, marks a significant push by the Kingdom to develop a robust AI ecosystem that can rival leading tech hubs, including neighbouring United Arab Emirates and other global technology centers.

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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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Achieve data resilience using Amazon OpenSearch Service disaster recovery with snapshot and restore

AWS Big Data

Amazon OpenSearch Service is a fully managed service offered by AWS that enables you to deploy, operate, and scale OpenSearch domains effortlessly. OpenSearch is a distributed search and analytics engine, which is an open-source project. OpenSearch Service seamlessly integrates with other AWS offerings, providing a robust solution for building scalable and resilient search and analytics applications in the cloud.

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El futuro de la aviación sostenible, una realidad gracias al desarrollo de la IA

CIO Business Intelligence

Con la mirada puesta en el futuro sostenible de la aviación, el proyecto T RANSDIFFUSE se perfila como un ambicioso programa para desarrollar un innovador modelo basado en inteligencia artificial (IA) que pueda revolucionar las tecnologías de propulsión. La iniciativa promete así un impacto significativo en la transición hacia una aviación verde y la generación de energía más limpia y eficiente.

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El ‘outsourcing’ empuja la inversión TI en España: 53.100 millones de euros en 2024

CIO Business Intelligence

En 2024, las empresas españolas destinarán 53.100 millones de euros a Tecnologías de la Información (TI), lo que se traduce en un crecimiento del 4% respecto al ejercicio anterior. Así se desprende del estudio Sourcing de Servicios TI firmado por Eraneos y Whitelane Research. Este informe, publicado anualmente desde hace doce años, analiza 900 contratos de sourcing de TI y 750 contratos de sourcing en la nube.

Software 111
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Interested in Learning How to Code?

KDnuggets

Continue reading to learn about some beginner-friendly courses to kickstart your coding career.

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Middle East tech leaders explore AI’s role in modern risk management

CIO Business Intelligence

In today’s fast-paced digital environment, enterprises increasingly leverage AI and analytics to strengthen their risk management strategies. By adopting AI-driven approaches, businesses can better anticipate potential threats, make data-informed decisions, and bolster the security of their assets and operations. A recent panel on the role of AI and analytics in risk management explored this transformational technology, focusing on how organizations can harness these tools for a more resilient f

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How to Implement a Basic Reranking System in RAG

KDnuggets

A practical guide to easily implement a reranker capable of putting together multiple document scoring criteria in RAG systems

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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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Los CIO planean sus inversiones en IA más allá de la frontera del 2025

CIO Business Intelligence

Si bien el retorno de la inversión (ROI) de cualquier proyecto de inteligencia artificial (IA) sigue siendo incierto , hay algo que se está volviendo claro: los CIO gastarán mucho más en tecnología en los próximos años. La firma de investigación IDC proyecta que el gasto mundial en tecnología para apoyar las estrategias de IA alcanzará los 337.000 millones de dólares en 2025, y más del doble, hasta alcanzar los 749.000 millones de dólares en 2028.

ROI 122
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Knowledge Graphs 101: The Story (and Benefits) Behind the Hype

Ontotext

Knowledge graphs, while not as well-known as other data management offerings, are a proven dynamic and scalable solution for addressing enterprise data management requirements across several verticals. As a hub for data, metadata, and content, they provide a unified, consistent, and unambiguous view of data scattered across different systems. Using global knowledge as context for interpretation and a source for enrichment, they also optimize proprietary information so organizations can enhance d

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El Colegio de Registradores de España asegura los datos de sus 1.200 oficinas

CIO Business Intelligence

El Colegio de Registradores de la Propiedad, Mercantiles y de Bienes Muebles de España (CORPME) pone en marcha el proyecto Replica. En virtud del mismo, el organismo ha replicado ha replicado la copia de los datos críticos de sus más de 1.200 oficinas para su correcta custodia con ayuda de las soluciones de NetApp. En total, según se ha dado a conocer, la iniciativa contempla un volumen de datos superior a 20 petabytes.

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Escorts Kubota enlists AI to reinvent railway, construction, and agriculture

CIO Business Intelligence

CIO Anil Kakkar is heading up an ambitious transformation agenda at Escorts Kubota, in which the Indian multinational conglomerate seeks to reinvent its three traditional business lines: agricultural products and implements, construction equipment, and railway equipment and parts. Kakkar and his IT teams are enlisting automation, machine learning, and AI to facilitate the transformation, which will require significant innovation, especially at the edge.

IoT 110
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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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Los agentes de codificación de IA conllevan implicaciones legales

CIO Business Intelligence

Los agentes de codificación basados en inteligencia artificial (IA) están preparados para hacerse cargo de una gran parte del desarrollo de software en los próximos años. Sin embargo, cabe destacar que el cambio vendrá acompañado de riesgos legales en materia de propiedad intelectual , según dicen algunos abogados. Los agentes de codificación impulsados ​​por IA supondrán un paso adelante respecto de los asistentes de codificación basados ​​en IA, o copilotos, que ahora utilizan muchos program

Software 105
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Farma2go digitaliza su operativa en busca de la agilidad empresarial

CIO Business Intelligence

Farma2go es el nombre propio detrás de la plataforma de parafarmacia digital con más de treinta años de experiencia en el sector. Una plataforma web de envío de medicinas y venta de productos farmacéuticos a domicilio que, en los últimos años, como resultado del auge de la digitalización, ha experimentado un irrefrenable incremento en la demanda , llegando incluso a superar el umbral de los 12.000 envíos mensuales.

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Sustainability reports empower ESG agenda for CIOs: Mehjabeen Taj Aalam, Raychem RPG

CIO Business Intelligence

An organization’s success is often measured from its revenue, and the ensuing bottom line, but organizations today are gauged on multiple parameters to assess that their success and production does not come at the expense of the environment and that processes are keeping sustainability practices at the fore. The benefits of sustainability reporting extend beyond the perfunctory – it is a tangible proof of an organization’s intent, transparently communicated to stakeholders, general public and po

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Transforming the digital economy: Insights from Huawei’s Alex Xu

CIO Business Intelligence

Q1: Thank you for taking the time for this interview. Fiber broadband (FBB) has become critical infrastructure for driving the digital economy globally. Could you share with us the overall trend of fiber broadband development, especially in the Middle East and Central Asia region? A. The development of fiber broadband is experiencing strong growth globally, and particularly in the Middle East and Central Asia.

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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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Talenti IT: come attrarre e fidelizzare le risorse umane nell’era dell’AI

CIO Business Intelligence

Più del 52% delle imprese in Italia continua ad avere difficoltà a trovare le figure professionali tecniche (tra cui gli informatici) di cui ha bisogno e il 48,5% fatica a reperire ingegneri. Il dato aggiornato a ottobre 2024 del Bollettino del Sistema Informativo Excelsior, realizzato da Unioncamere e dal Ministero del Lavoro e delle Politiche Sociali, conferma le sfide vissute quotidianamente dai CIO del nostro Paese.

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Embrace the future of AI-driven business at the 18th IDC Middle East CIO Summit

CIO Business Intelligence

As industries worldwide are transformed by the rapid rise of artificial intelligence (AI), the 18th edition of the IDC Middle East CIO Summit will set the stage for an exciting new chapter in business innovation. Taking place on February 19–20, 2025, at the Grand Hyatt Dubai, the summit’s theme, ‘Architecting an AI-Fueled Business,’ will explore how AI is reshaping industries and revolutionizing the future of business.

IoT 52
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Anthropic caught up in a potential turf war: What could it mean for competition, complexity and lock-in?

CIO Business Intelligence

The tech world is abuzz with the news that Amazon is in talks to pump a second multi-billion dollar investment into AI startup Anthropic — with the catch that it must use the tech giant’s chips (not Nvidia’s) when training its models. Anthropic is the creator of the Claude family of large language models (LLMs) and direct competitor to OpenAI, whose ChatGPT rocked the world when it was released just under two years ago.

IT 126