Tue.Nov 26, 2024

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How to Choose Best ML Model for your Usecase?

Analytics Vidhya

Machine learning (ML) has become a cornerstone of modern technology, enabling businesses and researchers to make data-driven decisions with greater precision. However, with the vast number of ML models available, choosing the right one for your specific use case can be challenging. Whether you’re working on a classification task, predicting trends, or building a recommendation […] The post How to Choose Best ML Model for your Usecase?

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Educating a New Generation of Workers

O'Reilly on Data

There is a crisis in technical education. The golden road to a career has always been through a college education. However, this “golden road” has developed deep cracks and is badly in need of maintenance. Postsecondary education is rapidly becoming unaffordable, even at public colleges and universities. Tuition has risen at a rate 50% greater than inflation.

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Skimpy: Alternative to Pandas describe() for Data Summarization

Analytics Vidhya

Data summarization is an essential first step in any data analysis workflow. While Pandas’ describe() function has been a go-to tool for many, its functionality is limited to numeric data and provides only basic statistics. Enter Skimpy, a Python library designed to offer detailed, visually appealing, and comprehensive data summaries for all column types.

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Gaining Financial Management Effectiveness in Midsize Enterprises

David Menninger's Analyst Perspectives

Doing more with less is the defining characteristic of finance and accounting departments in midsize enterprises, which ISG research defines as organizations with between 100 and 999 workers. One frustrating truth confronting executives in these organizations is that, once their company stops being a small business, it has many of the same challenges that large enterprises face but with fewer resources to deal with them.

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

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I Tried AISuite by AndrewNg, and It is GREAT!

Analytics Vidhya

Andrew Ng recently released AISuite, an open-source Python package designed to streamline the use of large language models (LLMs) across multiple providers. This innovative tool simplifies the complexities of working with diverse LLMs by allowing seamless switching between models with a simple “provider:model” string. By significantly reducing integration overhead, AISuite enhances flexibility and accelerates application […] The post I Tried AISuite by AndrewNg, and It is GREAT

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Escalar una empresa de dispositivos médicos: el recorrido de un CIO

CIO Business Intelligence

Cuando comencé en Novanta hace alrededor de un lustro, mi primera misión fue brindar escalabilidad a nuestras soluciones empresariales, así como desarrollar una hoja de ruta digital para modernizar la huella tecnológica, reducir la deuda técnica y explorar estrategias para garantizar un crecimiento a escala. Novanta es un proveedor líder mundial de soluciones tecnológicas básicas que ofrece a los fabricantes de equipos médicos e industriales avanzados una ventaja competitiva.

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Ayesa pisa el acelerador de la transformación digital con su Value Tech Hub

CIO Business Intelligence

Ayesa pisa el acelerador en materia de transformación digital, inteligencia artificial, datos y ciberseguridad. Lo hace con la constitución de un nodo de innovación bautizado como Value Tech Hub , una plataforma para desarrollar y gestionar actividades interrelacionadas y cuya misión pasa por convertirse en el motor de transformación y avance tecnológico en áreas estratégicas.

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Getting Started with Redis: Installation and Setup Guide

KDnuggets

Redis is an open-source in-memory data structure storage known for its excellent speed and scalability. This guide provides a comprehensive overview of installing and setting up Redis on various operating systems, including Linux, Windows, and macOS.

IT 99
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Modernización del ERP: todavía un proyecto decisivo para los CIO

CIO Business Intelligence

Cuando se embarcó en un proyecto de modernización del ERP, la segunda resultó ser la vencida para Allegis Corp, que realizó dos implementaciones de ERP en siete años. “Dos implantaciones de ERP en siete años no es para los débiles de corazón”, admite Dave Shannon, CIO de la empresa de distribución de hardware. Allegis había estado utilizando un sistema ERP local heredado llamado Eclipse durante aproximadamente 15 años, que según Shannon satisfacía bien las necesidades de la empresa, pero tenía l

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Run Apache XTable in AWS Lambda for background conversion of open table formats

AWS Big Data

This post was co-written with Dipankar Mazumdar, Staff Data Engineering Advocate with AWS Partner OneHouse. Data architecture has evolved significantly to handle growing data volumes and diverse workloads. Initially, data warehouses were the go-to solution for structured data and analytical workloads but were limited by proprietary storage formats and their inability to handle unstructured data.

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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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Download our CIO Pulse enterprise AI survey

CIO Business Intelligence

AI is arguably the hottest topic in enterprise IT, and just shy of three quarters of CIOs surveyed say it is a critical focus for their organization. Our CIO Pulse survey explores CIOs’ AI strategies.

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Data Insights Assure Quality Data and Confident Decisions!

Smarten

Why is Data Insight So Important? Every business (large or small) creates and depends upon data. One hundred years ago, businesses looked to leaders and experts to strategize and to create operational goals. Decisions were based on opinion, guesswork and a complicated mixture of notes and records reflecting historical results that might or might not be relevant to the future.

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Your IT infrastructure may be more outdated than you think

CIO Business Intelligence

CEOs and CIOs appear to have conflicting views of the readiness of their organizations’ IT systems, with a large majority of chief executives worried about them being outdated, according to a report from IT services provider Kyndryl. About two-thirds of CEOs say they’re concerned their IT tools are out-of-date or close to the end of their lives, according to Kyndryl’s survey of 3,200 business and IT executives.

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Infographic: BARC Data, BI & Analytics Trend Monitor 2025

BI-Survey

BARC’s Data, BI & Analytics Trend Monitor 2025 reflects on the trends currently shaping the BI, analytics and data management market. We ask close to 1,800 users, consultants and vendors for their views on the most important trends in BI, analytics and data management. Numerous respondents reveal a comprehensive picture of regional, company and industry-specific differences and deliver an up-to-date perspective of the market.

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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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How Du’s vision for sovereign cloud and AI will transform UAE’s digital governance

CIO Business Intelligence

Du, one of the largest telecommunications operators in the Middle East, is deploying Oracle Alloy to offer cloud and sovereign AI services to business, government, and public sector organizations in the UAE. By partnering with Oracle, Du is set to enhance sovereign cloud and AI capabilities for the government and public sector entities, specifically targeting Dubai and the Northern Emirates.

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Effectively Using Cursor for 10x Coding

KDnuggets

Learn how to utilize this advanced AI-driven IDE for your work.

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Overcoming the 6 barriers to IT modernization

CIO Business Intelligence

IT modernization is a necessity for organizations aiming to stay competitive. However, the journey toward modernization has significant hurdles. Understanding these barriers and implementing effective solutions is crucial for the journey. Here, we explore the key factors impeding IT modernization and provide recommendations to overcome them (with real-world illustrations of strategies).

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Navigating the cybersecurity threat landscape in the UAE: Strategies for CISOs

CIO Business Intelligence

In recent years, the United Arab Emirates has emerged as a global hub for technology and innovation. With rapid digitization across various sectors and an increasing reliance on digital infrastructure, the country has witnessed a parallel rise in cybersecurity threats. From sophisticated cyberattacks targeting government entities to ransomware attacks on businesses, the threat landscape in the UAE is evolving rapidly, presenting significant challenges for CISOs tasked with safeguarding critical

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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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UAE President announces establishment of the AI and Advanced Technology Council

CIO Business Intelligence

This move highlights the UAE’s commitment to embracing technological advancements and promoting innovation. The AIATC will play a crucial role in shaping the future of the country’s digital landscape, paving the way for a more efficient and sustainable future. With the UAE at the forefront of technological innovation, this initiative is a testament to the country’s commitment to leading the way in AI and advanced technology.

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CIOs’ top 2025 goal? Turning around IT’s sagging reputation

CIO Business Intelligence

As executives shift their attention to 2025, global minds are open — ever so briefly — to focusing on actually understanding and acting on technology trends and opportunities. Those of us who read tea leaves for a living lament the fact that IT trend analysis has, for the past three years, been hijacked by the term “ChatGPT.” Yes, every board member has played with generative AI.

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Generative AI in healthcare: benefits and challenges according to CIOs

CIO Business Intelligence

The implementation of these techniques in medical care will allow the transformation of the way we diagnose, in addition to personalizing treatments, helping to identify risk factors and, in general, improving the results and productivity of the health sector. Thanks to recent technological advances, fueled by COVID-19, AI has become an integral part of modern healthcare.

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5 ways GenAI is transforming financial planning for banks

CIO Business Intelligence

McKinsey estimates that AI—and generative AI in particular— could contribute up to $340 billion annually to the global banking sector, accounting for approximately 4.7% of total industry revenues. This includes leveraging AI to significantly enhance financial planning and analysis (FP&A) processes by automating routine tasks such as accounts payable, journal entries, data gathering, and reporting.

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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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Why a data-first culture is key to unlocking value from AI in insurance

CIO Business Intelligence

Data is the lifeblood of the modern insurance business. It is the central ingredient needed to drive underwriting processes, determine accurate pricing, manage claims, and drive customer engagement. Yet, despite the huge role it plays and the massive amount of data that is collected each day, most insurers struggle when it comes to accessing, analyzing, and driving business decisions from that data.

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CFOs and CIOs must align priorities to navigate turbulent business waters and sail to success

CIO Business Intelligence

It can be said the CFO and CIO are rowing in the same boat – they have a shared destination (success for the business), but differing priorities can mean sometimes each is rowing at a different pace, or even in a different direction. In addition, since each sits in a different position, they can identify obstacles and opportunities on their side of the boat that their partner may not see as clearly.

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The UAE emerges as a global leader in AI, driving innovation and future technology

CIO Business Intelligence

The UAE made headlines by becoming the first nation to appoint a Minister of State for Artificial Intelligence in 2017. This move underscores the country’s commitment to embedding AI at the highest levels of government, ensuring that AI policies and initiatives receive focused attention and resources. The country also launched Smart Dubai, an initiative under the Dubai Future Foundation, Smart Dubai aims to transform Dubai into the world’s smartest and happiest city.

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Customer centricity: How Mashreq Bank is placing its customers at the forefront of its operations

CIO Business Intelligence

Q. Could you share some facts and figures about Mashreq’s digital transformation process over recent years? How did these changes help improve your business performance last year? A. Mashreq’s digital transformation in recent years has been both profound and customer-centric. Our primary goal has always been to innovate in ways that directly benefit our clients, ensuring that our products and processes, particularly in technology, are tailored to meet their evolving needs and daily demands.

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The Cloud Development Environment Adoption Report

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.