Thu.Sep 26, 2024

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Apply enterprise data governance and management using AWS Lake Formation and AWS IAM Identity Center

AWS Big Data

In today’s rapidly evolving digital landscape, enterprises across regulated industries face a critical challenge as they navigate their digital transformation journeys: effectively managing and governing data from legacy systems that are being phased out or replaced. This historical data, often containing valuable insights and subject to stringent regulatory requirements, must be preserved and made accessible to authorized users throughout the organization.

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Getting Started With Meta Llama 3.2

Analytics Vidhya

Introduction A few months ago, Meta released its AI model, LLaMA 3.1(405 Billion parameters), outperforming OpenAI and other models on different benchmarks. That upgrade was built upon the capabilities of LLaMA 3, introducing improved reasoning, advanced natural language understanding, increased efficiency, and expanded language support. Now, again focusing on its “we believe openness drives innovation […] The post Getting Started With Meta Llama 3.2 appeared first on Analytics Vidhya.

Modeling 290
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7 Steps to Mastering Coding for Data Science

KDnuggets

Are you an aspiring data scientist or early in your data science career? If so, you know that you should use your programming, statistics, and machine learning skills—coupled with domain expertise—to use data to answer business questions. To succeed as a data scientist, therefore, becoming proficient in coding is essential. Especially for handling and analyzing.

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How to Work with Nvidia Nemotron-Mini-4B-Instruct?

Analytics Vidhya

Introduction Nvidia launched the latest Small Language Model (SLM) called Nemotron-Mini-4B-Instruct. SLM is the distilled, quantized, fine-tuned version of the larger base model. SLM is primarily developed for speed and on-device deployment.Nemotron-mini-4B is a fine-tuned version of Nvidia Minitron-4B-Base, which was a pruned and distilled version of Nemotron-4 15B.

Modeling 289
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Devs gaining little (if anything) from AI coding assistants

CIO Business Intelligence

Coding assistants have been an obvious early use case in the generative AI gold rush, but promised productivity improvements are falling short of the mark — if they exist at all. Many developers say AI coding assistants make them more productive, but a recent study set forth to measure their output and found no significant gains. Use of GitHub Copilot also introduced 41% more bugs, according to the study from Uplevel, a company providing insights from coding and collaboration data.

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Small Language Models for Your Team’s Everyday Tasks

Analytics Vidhya

Introduction Just imagine you need to take a glass of water from your kitchen. You could design a complex robot to bring you a glass of water— wait! That would be too much. What would you do instead? You would simply use your hands–it’s easier and more efficient. Similar to how you would prefer using […] The post Small Language Models for Your Team’s Everyday Tasks appeared first on Analytics Vidhya.

Modeling 268

More Trending

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Handling NULL Values in SQL

Analytics Vidhya

Introduction In the world of databases, NULL values can often feel like the proverbial black sheep. They represent missing, undefined, or unknown data, and can pose unique challenges in data management and analysis. Imagine you’re analyzing a sales database, and some entries lack customer feedback or order quantities. Understanding how to effectively handle NULL values […] The post Handling NULL Values in SQL appeared first on Analytics Vidhya.

Sales 265
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Reporting cybersecurity posture and systemic risk to the board

CIO Business Intelligence

Cybersecurity and systemic risk are two sides of the same coin. As we saw recently with the CrowdStrike outage, the interconnected nature of enterprises today brings with it great risk that can have a significant negative effect on any company’s finances. Although it was not a security event, the symptoms and responses all fall into the various categories of the cybersecurity program for any company.

Risk 132
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Fundamentals of Effective Prompt Engineering

KDnuggets

The launch of foundational models, popularly called Large Language Models (LLMs), created new ways of working – not just for the enterprises redefining the legacy ways of doing business, but also for the developers leveraging these models. The remarkable ability of these models to comprehend and respond in human-like language has given rise to.

Modeling 131
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IT leaders: check out how 2D barcodes and RFID are reinventing retail

CIO Business Intelligence

The retail landscape has undergone massive shifts in recent years to adopt self-checkout systems. But major retailers like Walmart, Target, and Dollar General are starting to phase out self-check in some locations because they’ve contributed to higher rates of shoplifting and inventory loss. But is this the beginning of the end for self-checkouts? Some industry experts believe the pull-back is only temporary, and the future for self-checkout is bright — as soon as new technologies begin to be de

IT 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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How to Create Interactive Visualizations in R

KDnuggets

Traditional static charts are useful, but interactive visuals offer more flexibility. They allow users to explore data, zoom in on details, and see changes over time. R has several packages that can be used to create interactive visualizations like tables, charts and maps. Getting Started To create interactive visualizations in R, you need.

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Microsoft joins SAP, Oracle in setting sunset date for legacy ERP support

CIO Business Intelligence

Microsoft will end product support and updates for Dynamics GP, its legacy enterprise resource planning (ERP) product for small and medium businesses, on September 30, 2029, the company announced on Tuesday. Security patches will continue to be provided for another 18 months, until April 30, 2031. Customers have had plenty of warnings about the product’s retirement.

Risk 130
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Data Science and Analytics in Personalized Healthcare: Progress and Prospects

KDnuggets

Healthcare services are no longer limited to one-size-fits-all approaches applicable to every patient. Instead, there has been a gradual shift towards more individualized and patient-centered solutions. Accordingly, personalized healthcare aims to provide patients with treatments and medical assistance that are tailored to their unique health status, medical history, and lifestyle: simply put, tailored to their.

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Give your enterprise a head start in the GenAI race

CIO Business Intelligence

By now, many business leaders understand how generative AI (GenAI) can dramatically reshape markets and industries and are moving quickly to harness its transformative power. But even as adoption surges, few companies have successfully leveraged the tool to take the lead. That’s because significant challenges persist in leveraging GenAI’s large language models (LLMs).

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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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Enrich your serverless data lake with Amazon Bedrock

AWS Big Data

Organizations are collecting and storing vast amounts of structured and unstructured data like reports, whitepapers, and research documents. By consolidating this information, analysts can discover and integrate data from across the organization, creating valuable data products based on a unified dataset. For many organizations, this centralized data store follows a data lake architecture.

Data Lake 113
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Cloudflare wants to help you to get paid for the use of your data in AI training

CIO Business Intelligence

Data is essential for AI training, and AI companies often gather valuable information through web scraping. But this can often lead to unauthorized use, and site owners aren’t paid for the pilfered data. Enterprises are increasingly demanding compensation, even as some prominent AI leaders say their data isn’t even all that valuable, and that they’re happy to walk away rather than pay up.

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Chart Snapshot: Tanglegrams

The Data Visualisation Catalogue

Also known as a Cophylo Plot or Co-phylogeny Plot. A Tanglegram is a visualisation that consists of two Dendrogram trees displayed side-by-side that share the same set of leaves. Connection lines are drawn between these leaves to show the matches between the two trees. As a visualisation method, Tanglegrams are often implemented to compare and display the concordance (similarity of traits) between two datasets of hierarchical clustering.

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CX + EX = BG: The formula for sustainable business growth

CIO Business Intelligence

In today’s competitive landscape, Customer Experience (CX) is the ultimate differentiator for brands striving to stand out. Yet, excelling in CX requires more than just meeting customer needs—it involves aligning every aspect of your business, starting with your employees. Companies that succeed in both CX and Employee Experience (EX) are far more likely to see measurable business growth (BG).

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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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Streamlining Generative AI Deployment with New Accelerators

Cloudera

The journey from a great idea for a Generative AI use case to deploying it in a production environment often resembles navigating a maze. Every turn presents new challenges—whether it’s technical hurdles, security concerns, or shifting priorities—that can stall progress or even force you to start over. Cloudera recognizes the struggles that many enterprises face when setting out on this path, and that’s why we started building Accelerators for ML Projects (AMPs).

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Los desarrolladores ganan poco (o nada) con los asistentes de codificación de IA

CIO Business Intelligence

Los a sistentes de programación han sido uno de los primeros casos de uso obvios en la fiebre del oro de la inteligencia artificial (IA) generativa, pero las mejoras de productividad prometidas se están quedando cortas , si es que existen. Muchos desarrol lad ores afirman que los asistentes de codificación de IA les hacen más productivos, pero un estudio reciente se propuso medir su rendimiento y no encontró mejoras significativas.

Software 122
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Use Key Influencer Analytics to Understand Data Relationships!

Smarten

Analytics Solutions Should Include Key Influencer Analytics! What is Key Influencer Analytics ? Simply put, Key Influencer Analytics is an analytical technique that helps the user analyze and understand the various factors affecting an outcome, what variables impact the metric, and the ranking of those factors. Key Influencer Analytics takes the guesswork out of decisions by clearly illustrating what factors influence success of a pricing strategy, a business location choice, a marketing campaig

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DoJ gets tough on evaluation of corporate compliance

CIO Business Intelligence

There are now strict new rules CIOs and other senior executives need to adhere to after the US Department of Justice (DoJ) this week released an update to its Evaluation of Corporate Compliance Programs (ECCP) guidance. The changes, which were announced Monday by Principal Deputy Assistant Attorney General Nicole M. Argentieri in Grapevine, Texas, will, according to a Gartner advisory released on Wednesday, mean that “compliance leaders are facing heightened expectations to provide clear guidanc

Risk 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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Deploying Ontotext GraphDB on AWS

Ontotext

Even the best database depends on running on solid hardware. And the cloud gives you flexibility at a reasonable price. We have already explained how to deploy GraphDB in a generic environment and on Azure. Ontotext does not stop here, of course. We collaborate with AWS as well. This post will guide you through deploying GraphDB in your AWS account using our Terraform scripts.

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UAE: Microsoft expands Global Engineering Development Center to Abu Dhabi

CIO Business Intelligence

Microsoft has announced the expansion of its Global Engineering Development Center to Abu Dhabi, marking a significant milestone in the UAE’s journey to becoming a global technology leader. This strategic move not only reinforces Microsoft’s commitment to the region but also aligns with the UAE’s broader vision to foster innovation, talent, and digital transformation across various sectors.

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With Context Windows Expanding So Rapidly, Is RAG Obsolete?

Dataiku

Ever tried getting a quick answer from a 300-page financial 10-K report or a lengthy legal contract packed with fine print? It’s not easy! For many organizations, dealing with massive documents like these is just part of the daily routine. While they contain critical information, their sheer size poses a challenge for humans and large language models (LLMs) alike.

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CIO Summit España 2024: “La IA cambia las reglas del juego”

CIO Business Intelligence

La inteligencia artificial (IA) ha monopolizado el interés de la industria tecnológica en el último par de años. Y con razón. Las posibilidades son incontables y los beneficios han quedado patentes con los primeros casos de uso empresarial. Sin embargo, es hora de pasar a la siguiente fase y pensar en propuestas que permitan a las organizaciones aportar un valor diferencial y que, a su vez, les otorguen un retorno de la inversión que compense el enorme trabajo que la implantación de la IA requie

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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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A Deep Dive into Harnessing Generative AI with Data Fabric and RAG

Data Virtualization

Reading Time: 2 minutes Generative AI is rapidly transforming the data landscape, making it more important than ever to understand how to leverage this advanced technology into your organization. That’s why we created this series of posts exploring the powerful combination of data fabric, The post A Deep Dive into Harnessing Generative AI with Data Fabric and RAG appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Celebrating the pioneers of Saudi IT: Winners of the inaugural CIO50 KSA Awards

CIO Business Intelligence

In a grand event held in Riyadh, the first edition of the CIO50 KSA Awards honored Saudi Arabia’s top technology leaders who have transformed the digital landscape amid unprecedented challenges. These forward-thinking executives have been instrumental in shaping the Kingdom’s future through groundbreaking innovations and resilience, earning their place among the region’s elite.

Insurance 110
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Get to Know NYC and Paris From the Point of View of an Algorithm

Dataiku

When you walk around a city, you get a pretty good idea of how neighborhoods compare. You might start in a residential neighborhood and then walk to a busy area with lots of bars and restaurants before winding up in an office district. But what if you could get this insight into different neighborhoods without walking through — or even visiting — the city?

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SAP SE revamps application security scanning using simulation and automation

CIO Business Intelligence

SAP’s award-winning FioriDAST project mimics user and attacker behavior to safeguard its web applications. While hackers target companies of all sizes, a tech giant like SAP may have a bigger bull’s eye on its back because of the sensitive data it manages and the critical role its ERP applications play in global businesses. As a result, SAP is always evolving its security measures to stay ahead of cyber threats.

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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.