Tue.Sep 10, 2024

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The AI Blues

O'Reilly on Data

A recent article in Computerworld argued that the output from generative AI systems, like GPT and Gemini, isn’t as good as it used to be. It isn’t the first time I’ve heard this complaint, though I don’t know how widely held that opinion is. But I wonder: is it correct? And why? I think a few things are happening in the AI world. First, developers of AI systems are trying to improve the output of their systems.

Testing 155
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How to Automate Google Sheets?

Analytics Vidhya

Introduction Google Sheets is one of the most popular and widely used alternatives to Excel. Its collaborative environment offers features such as real-time editing, and version control, and its tight integration with Google Suite which allows you to call Google Sheets in Google Docs, helps to bring the best of the Google workspace. You can […] The post How to Automate Google Sheets?

Analytics 329
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Top 5 Machine Learning APIs Practitioners Should Know

KDnuggets

Learn about machine learning APIs for datasets, models, web applications, free GPUs, and text, audio, and image generation.

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Enhancing LLMs with Structured Outputs and Function Calling

Analytics Vidhya

Introduction Suppose you are interacting with a friend who is knowledgeable but at times lacks concrete/informed responses or when he/she does not respond fluently when faced with complicated questions. What we are doing here is similar to the prospects that currently exist with Large Language Models. They are very helpful, although their quality and relevance […] The post Enhancing LLMs with Structured Outputs and Function Calling appeared first on Analytics Vidhya.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Oracle Fusion Data Intelligence gets Gen AI-powered developer assistant

CIO Business Intelligence

Oracle will be adding a new generative AI- powered developer assistant to its Fusion Data Intelligence service, which is part of the company’s Fusion Cloud Applications Suite, the company said at its CloudWorld 2024 event. Fusion Data Intelligence, which is an updated avatar of Fusion Analytics Warehouse, combines enterprise data, and ready-to-use analytics along with prebuilt AI and machine learning models to deliver business intelligence.

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How to Import Data in R

KDnuggets

To import data in R, you need to choose the appropriate method based on the data format.

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How To Trace Memory Allocation in Python

KDnuggets

This tutorial is an introduction to tracing memory allocation in Python using the built-in tracemalloc module.

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Tres caras de la automatización: orquestación, simplificación y sostenibilidad

CIO Business Intelligence

La masificación de la inteligencia artificial (IA) ha puesto de manifiesto que la automatización, junto con una capa de inteligencia , puede acelerar y optimizar de manera exponencial los procesos operativos de las organizaciones. Pero este viaje de transformación digital en el que la mayor parte de las empresas están embarcadas no está exento de desafíos.

Reporting 135
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Get From Data To Decisions Faster With Our New Data, AI & Analytics Service

Srividya Sridharan

Data and AI leaders today must create business value from trusted data, build the foundation to scale AI, and cultivate a data-driven culture. To help them meet these challenges, Forrester is launching Forrester Decisions for Data, AI & Analytics. Learn more about this new service and how it can benefit your organization.

Analytics 116
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ANZ CIOs see cybersecurity as top priority for 2025

CIO Business Intelligence

Managing cybersecurity and other technology risks will be top of mind for CIOs in 2025 across Australia and New Zealand (ANZ), with 82% of 109 respondents saying it is a key priority for next year, according to Gartner. Increased executive and board scrutiny on technology investments due to economic uncertainties is playing a role in IT leaders’ growing emphasis on risk management.

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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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Evaluating sample Amazon Redshift data sharing architecture using Redshift Test Drive and advanced SQL analysis

AWS Big Data

With the launch of Amazon Redshift Serverless and the various provisioned instance deployment options , customers are looking for tools that help them determine the most optimal data warehouse configuration to support their Amazon Redshift workloads. Amazon Redshift is a widely used, fully managed, petabyte-scale data warehouse service. Tens of thousands of customers use Amazon Redshift to process exabytes of data every day to power their analytics workloads.

Testing 111
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US targets advanced AI and cloud firms with new reporting proposal

CIO Business Intelligence

The US Department of Commerce’s Bureau of Industry and Security (BIS) plans to introduce mandatory reporting requirements for developers of advanced AI models and cloud computing providers. The proposed rules would require companies to report on development activities, cybersecurity measures, and results from red-teaming tests, which assess risks such as AI systems aiding cyberattacks or enabling non-experts to create chemical, biological, radiological, or nuclear weapons.

Reporting 131
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Migrate Delta tables from Azure Data Lake Storage to Amazon S3 using AWS Glue

AWS Big Data

Organizations are increasingly using a multi-cloud strategy to run their production workloads. We often see requests from customers who have started their data journey by building data lakes on Microsoft Azure, to extend access to the data to AWS services. Customers want to use a variety of AWS analytics, data, AI, and machine learning (ML) services like AWS Glue , Amazon Redshift , and Amazon SageMaker to build more cost-efficient, performant data solutions harnessing the strength of individual

Data Lake 111
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ServiceNow ‘Xanadu’ brings AI agents to Now Platform

CIO Business Intelligence

ServiceNow’s latest Now Platform release, dubbed Xanadu, adds a host of new features, including ServiceNow AI Agents, which the company heralds as “a new era of collaboration between people and AI.” Taking center stage in Tuesday’s release are ServiceNow ’s plans to integrate “ agentic AI ” — AI systems that can autonomously perform tasks and make decisions on their own within set parameters — into its enterprise service management platform.

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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.

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BusinessObjects Upgrades – Sometimes You Just Need a Guide

Paul Blogs on BI

When I was in Marrakech, Morocco last year, I stayed at a wonderful Riad in the Old Medina. The Medina is the historic walled city, centuries old and full of tiny narrow streets and passageways. It is packed with tiny shops, tanneries, ancient sites, food places and people’s homes and is a place to experience the real Morocco. Being the adventurer I am, I just wanted to go off and explore the place myself but my level-headed wife and the staff at the Riad suggested we get a guide.

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CIOs eye SaaS backup plans post-CrowdStrike

CIO Business Intelligence

If the CrowdStrike outage underscored anything for CIOs, it’s that modern enterprises are dependent on a growing number of interconnected systems, any one of which can cripple business operations beyond CIOs’ control. As a result, software supply chains and vendor risk management are becoming ever more vital (and frequent) conversations in the C-suite today, as companies seek to reduce their exposure to outages and the business continuity issues of key vendors their businesses depend on.

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Unlocking Dataiku’s Hidden Gems for Data Preparation

Dataiku

For many data professionals, spreadsheets have long been the go-to tool for data preparation. A recent survey of 200 senior analytics and IT leaders reveals that nearly 25% of teams still rely on spreadsheets as their primary tool for data manipulation in 2024. Their flexibility and familiarity make them a staple in countless workflows.

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Unlocking the potential of generative AI in the software development life cycle

CIO Business Intelligence

Digital Transformation is critical to modern enterprises, yet creating it remains inefficient. Nearly half of C-suite respondents report that over 30% of tech projects are late or over budget, with one in five dissatisfied with most outcomes. Generative AI is poised to redefine software creation and digital transformation. The traditional software development life cycle (SDLC) is fraught with challenges, particularly requirement gathering, contributing to 40-50% of project failures.

Software 121
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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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The critical role of a hybrid cloud architecture in ensuring regulatory compliance in financial services

Cloudera

Register for EVOLVE24 in Dubai (September 12, 2024) to hear from industry leaders on why hybrid solutions are essential for navigating an increasingly complex regulatory environment. A prominent global bank was thrust into the spotlight for all the wrong reasons. The institution was hit with a staggering fine – multiple billions – for failing to comply with new data protection regulations that ultimately led to a customer data breach.

Risk 52
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El 95% de las empresas españolas ya utiliza o planea adoptar la IA generativa

CIO Business Intelligence

El estudio Generative AI Challenges and Potential Unveiled firmado por SAS revela el importante protagonismo que la inteligencia artificial (IA) generativa ha ganado recientemente en el seno de las organizaciones. Según el mismo, el 95% de las compañías españolas ya utiliza o tiene previsto adoptar la IA generativa a corto plazo. Esta tecnología despierta grandes expectativas entre los directivos encuestados, quienes confían en que les permitirá abordar múltiples retos.

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Embedded BI Simplifies Business User Analytics!

Smarten

Use Embedded BI to Encourage Business User Analytics Adoption! Today, even the smallest business depends on technology and software to manage the business process, capture data and move the enterprise forward. No matter the size of a business, executives and managers now realize the value of providing analytics to make decisions. In the past, the analytics process was the sole domain of IT, business analysts and data scientists but today, organizations know that data democratization and data lit

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7 early warning signs of a dying IT project

CIO Business Intelligence

The Y2K date conversion was one of the longest IT projects on record. Given the extended timeline and massive amount of resources dedicated to that project, the only reason it survived to completion was the absolute necessity to change all date formats so they wouldn’t clock out systems at the end of the last century. In other words, enterprises’ Y2K projects succeeded because of their urgency.

IT 119
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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Moving Your AI Pilot Projects to Production

Cloudera

Without a doubt, Artificial Intelligence (AI) is revolutionizing businesses, with Australia’s AI spending expected to hit $6.4 billion by 2026. However, according to The State of Enterprise AI and Modern Data Architecture report, while 88% of enterprises adopt AI, many still lack the data infrastructure and team skilling to fully reap its benefits. In fact, over 25% of respondents stated they don’t have the data infrastructure required to effectively power AI.

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Small Business, Big Threats: INE Security Launches Initiative to Train SMBs to Close a Critical Skills Gap

CIO Business Intelligence

As cyber threats grow, small to medium-sized businesses (SMBs) are disproportionately targeted. According to the recent Hiscox annual cyber readiness report , 41% of SMBs in the US fell victim to a cyberattack in 2023, a figure that has nearly doubled since 2021. INE Security , a global leader in cybersecurity training and certifications, recognizes this as a critical issue and is leading an initiative for change by working with SMBs to bridge the IT/IS skills gap and bolster proactive cybersecu

Strategy 119
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El pinchazo de la burbuja de la IA es inevitable y saludable

CIO Business Intelligence

La expectación y el entusiasmo en torno a la IA tenían que volver a la tierra en algún momento ; y este verano ha sido cuando el fenómeno ha tenido lugar. Los que tenemos edad para recordar vimos algo similar durante el auge y la caída de las puntocom a finales de los 90 y principios de los 2000, así como más recientemente con las criptomonedas. Después de subir casi un 200% en los seis primeros meses del año, Nvidia, la niña mimada de la IA, vio caer el precio de sus acciones un 20% durante jul

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Oracle NetSuite weaves new AI capabilities across its product line

CIO Business Intelligence

Oracle NetSuite is beefing up the AI capabilities across its ERP offerings with a try-before-you-buy approach that IT leaders will need to scrutinize, knowing that on renewal the bill will likely come due. The series of AI and generative AI updates was announced at the company’s SuiteWorld conference in Las Vegas on Monday, accompanied by a new procurement solution and a connector for NetSuite customers who also depend on Salesforce as part of their enterprise mix.

IT 116
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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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Making your enterprise architecture framework work for you

CIO Business Intelligence

More organizations than ever have adopted some sort of enterprise architecture framework, which provides important rules and structure that connect technology and the business. When these frameworks are fine-tuned for an organization’s specific needs, they can improve technological consistency and more easily facilitate the integration of new technologies, processes, and systems like agile computing and AI.

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The UAE Government partners with Mastercard to establish a Global AI Hub and combat financial crime

CIO Business Intelligence

In a bold step towards advancing its technological capabilities, the United Arab Emirates Government has partnered with Mastercard to accelerate the adoption of artificial intelligence. This strategic collaboration aligns with the UAE’s Vision 2031, which aims to integrate AI and other cutting-edge technologies across various sectors, enhancing the nation’s digital infrastructure, promoting innovation, and positioning the UAE as a global leader in AI-driven solutions.

Strategy 115
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New AI upgrades, innovations, and solutions unveiled at the Tencent Global Digital Ecosystem Summit

CIO Business Intelligence

During the Tencent Global Digital Ecosystem Summit, held at the Shenzhen World Exhibition & Convention Center from September 5-6, Tencent unveiled a slew of cloud and Artificial Intelligence (AI) offerings, proprietary innovations, and global solutions for enterprises to advance their digital transformation efforts. Dowson Tong, Senior Executive Vice President of Tencent and CEO of the Cloud and Smart Industries Group (CSIG), highlighted the strong drive for new growth among enterprises.

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Ferrovial refuerza su apuesta por la IA en sus centros de trabajo con Copilot

CIO Business Intelligence

Ferrovial ha dado un paso significativo para mejorar la productividad al implementar Copilot, el asistente de inteligencia artificial (IA) de Microsoft, en todos sus centros de trabajo distribuidos a lo largo y ancho de 15 países. El operador global de infraestructuras a formado parte de la comunidad global que evaluó las capacidades de Microsoft Copilot en su fase piloto.

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

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.