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Lesser-Known Python Functions That Are Super Useful

KDnuggets

Go beyond the basics by adding these cool and useful Python functions to your programming toolbox.

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Unlocking Zip Code Insights with Data Analytics

Smart Data Collective

Data analytics helps businesses and governments target the right zip codes for smarter marketing, planning, and resource allocation.

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Top 13 Advanced RAG Techniques for Your Next Project

Analytics Vidhya

Can AI generate truly relevant answers at scale? How do we make sure it understands complex, multi-turn conversations? And how do we keep it from confidently spitting out incorrect facts? These are the kinds of challenges that modern AI systems face, especially those built using RAG. RAG combines the power of document retrieval with the […] The post Top 13 Advanced RAG Techniques for Your Next Project appeared first on Analytics Vidhya.

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AI brings complexity to cybersecurity and fraud

CIO Business Intelligence

The 2024 Security Priorities study shows that for 72% of IT and security decision makers, their roles have expanded to accommodate new challenges, with Risk management, Securing AI-enabled technology and emerging technologies being added to their plate. Artificial Intelligence has sharpened both edges of the sword, as organizations are better equipped to defend against cybersecurity conundrums that are finessed to be deadly, wide-ranging and impacting operations and market reputation.

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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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7 GitHub Projects to Master Machine Learning

KDnuggets

Learn model serving, CI/CD, ML orchestration, model deployment, local AI, and Docker to streamline ML workflows, automate pipelines, and deploy scalable, portable AI solutions effectively.

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5 Proven Data-Driven Strategies to Skyrocket Your Company’s Revenue

Aryng

If your companys revenue is stagnating or worse, plummeting, its because something in your strategy is broken. But the good news is that you dont need to burn more cash on ads, hire expensive consultants, or pivot to something completely new. All you need is better data-driven decision-making. How to Increase Revenue for Your […] The post 5 Proven Data-Driven Strategies to Skyrocket Your Companys Revenue appeared first on Aryng's Blog.

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Download the Strategizing Data Analytics for AI Enterprise Spotlight

CIO Business Intelligence

In this issue, we explore the intersection of AI and analytics. Data analytics only gets more complex. And its growing use for artificial intelligence applications brings a new set of considerations and strategies for IT and business leaders.

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Introducing: The Dataiku Code Agentifier™

Dataiku

At Dataiku, weve always believed in empowering people through Everyday AI. But today, were going one step further: Were empowering your code.

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Optimizing Trademark Registration with Data Analytics

Smart Data Collective

Data analytics helps businesses secure unique trademarks, reduce legal risks, and gain valuable insights for brand protection.

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ROUGE: Decoding the Quality of Machine-Generated Text

Analytics Vidhya

Imagine an AI that can write poetry, draft legal documents, or summarize complex research papersbut how do we truly measure its effectiveness? As Large Language Models (LLMs) blur the lines between human and machine-generated content, the quest for reliable evaluation metrics has become more critical than ever. Enter ROUGE (Recall-Oriented Understudy for Gisting Evaluation), a […] The post ROUGE: Decoding the Quality of Machine-Generated Text appeared first on Analytics Vidhya.

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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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‘Edge AI’ para robots, los dispositivos inteligentes que no están tan lejos

CIO Business Intelligence

Los robots humanoides, los dispositivos inteligentes y la conduccin autnoma se citan a menudo como casos de uso comercial lucrativo en el borde. Pero la computacin de IA en el edge liberar a la IA de los centros de datos y los servidores centralizados en la nube para llevarla a las plantas de fabricacin, los quirfanos y los centros municipales, procesando los datos en tiempo real y ms cerca de los dispositivos IoT, los sensores y los sistemas inteligentes.

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Exploring the Role of Smaller LMs in Augmenting RAG Systems

KDnuggets

Let's discover what small language models (SLMs) are, how they can be used in RAG systems and applications, and when to use them over their large language counterparts.

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Preparing Power BI and Fabric for AI & Copilot

Paul Turley

It is no secret that the AI revolution has started. Most every modern business application has an agent, a copilot or assistant asking to help to write a document or take meeting notes. Nearly every banking or telecom customer service site greets us with a chatbot.

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AI and the Future of SEO: How Businesses Can Stay Ahead

Smart Data Collective

AI is transforming SEO by enhancing content strategies, optimizing search rankings, and driving more organic traffic.

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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.

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Building a Multi-Agent System for Automatic Code Error Detection from Screenshots

Analytics Vidhya

Can AI detect and fix coding errors just by analyzing a screenshot? With a Multi-Agent System for Automatic Code Error Detection, the answer is yes. This innovative approach uses artificial intelligence and reasoning to identify coding mistakes from images, propose accurate solutions, and explain the logic behind them. At the core is a decentralized Multi-Agent […] The post Building a Multi-Agent System for Automatic Code Error Detection from Screenshots appeared first on Analytics Vidhya.

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디지털 전환, 이렇게 하면 실패한다··· CIO들이 짚은 7가지 흔한 실수

CIO Business Intelligence

, 60% . . , . . (Profilglass) (CIO) . , AI , . . AUSL CIO . ICT , , , , AI . , . . 1. (Omer) CIO , . . . IT IT . AUSL ICT IT .

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Creating a Data Science Pipeline for Real-Time Analytics Using Apache Kafka and Spark

KDnuggets

This article explains how to create a system that processes data in real time using Apache Kafka and Spark.

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Copyright-Aware AI: Let’s Make It So

O'Reilly on Data

On April 22, 2022, I received an out-of-the-blue text from Sam Altman inquiring about the possibility of training GPT-4 on OReilly books. We had a call a few days later to discuss the possibility. As I recall our conversation, I told Sam I was intrigued, but with reservations. I explained to him that we could only license our data if they had some mechanism for tracking usage and compensating authors.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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What Does Flossing One Tooth Have to Do with Data Quality?

DataKitchen

Improving data quality can feel overwhelming. There are so many things to fix and so many processes to improve. Where do you even start? Surprisingly, the answer may come from an unusual placeflossing your teeth. Start Small to Build Better Habits In the book Tiny Habits by B.J. Fogg, the author suggests a simple way to build habits. If you want to start flossing your teeth, dont aim for a perfect routine right away.

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5 Jobs AI Can’t Replace According to Bill Gates

Analytics Vidhya

Bill Gates recently appeared on The Tonight Show with Jimmy Fallon. They talked about his new book Source Code, his childhood, and 50 years of Microsoft. But the most powerful part of the conversation was about the future, especially the rise of AI and what it means for our jobs. Gates shared his thoughts in […] The post 5 Jobs AI Can’t Replace According to Bill Gates appeared first on Analytics Vidhya.

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칼럼 | 기업 업무 환경을 변화시킬 AI PC의 가능성

CIO Business Intelligence

. AI , IT AI PC . , AI PC AI . IDC AI PC , ITDM 82% 2025 AI PC . AI PC AI . IT . , IT AI PC . AI AI PC AI . AI , NPU CPU GPU AI PC AI . AI AI PC , . , , AI . AI , . IT , , , IT .

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5 Free Tutorials to Master Data Visualization with Seaborn

KDnuggets

Data visualization in Python is a piece of cake with seaborn. Learn one of the most popular Python data visualization libraries with these five free tutorials.

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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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Enhance governance with metadata enforcement rules in Amazon SageMaker

AWS Big Data

The next generation of SageMaker brings together widely adopted AWS machine learning and analytics capabilities, delivering an integrated experience with unified access to all data. Amazon SageMaker Lakehouse supports unified data access , and Amazon SageMaker Catalog , built on Amazon DataZone, offers catalog and governance features to meet enterprise security needs.

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“Trusting Your Gut” 78.45% More Effective Than Data-Driven Decisions

DataKitchen

Groundbreaking Study: Trusting Your Gut 78.45% More Effective Than Data-Driven Decisions, Say Top Execs April 1, 2025: CAMBRIDGE, MA In a shocking reversal of modern business orthodoxy, a joint study from Harvard Business School and Gartner has concluded that trusting your gut and doing what sounds good are 78.45% more effective than traditional data analytics, integration, or any attempt to be data-driven.

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Vibe Coding with Windsurf

Analytics Vidhya

Imagine bringing your coding ideas to life effortlessly, with AI guiding you every step of the way. Codeiums Windsurf turns software development into a smooth, intuitive process by streamlining coding, debugging, and optimization. The Windsurf Editor enhances productivity with code completion tools and smart IDE features, helping you refine code and solve problems before they […] The post Vibe Coding with Windsurf appeared first on Analytics Vidhya.

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솔라윈즈, 스쿼드캐스트 기반 사고 대응 도구 출시··· AI로 IT 복원력 강화

CIO Business Intelligence

3 (Squadcast) (Squadcast Incident Response) 2 . . AI , ( ), , (), , . , . (CTO) , AI . (SolarWinds Observability) . , AWS, . IT IT . 100% , IT , , , . , IT .

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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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10 GitHub Repositories to Master Cloud Computing

KDnuggets

Learn cloud computing concepts, tools, and best practices through free, community-driven content on GitHub.

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AI Can’t Save Lives If Healthcare Data Stays Broken

Data Virtualization

Reading Time: 4 minutes The healthcare provider industry is undergoing a massive digital transformation. Providers are facing mounting pressures to improve patient care, enhance operational efficiency, comply with evolving regulations, and reduce costs. But one challenge continues to block progress: the inability to seamlessly. The post AI Cant Save Lives If Healthcare Data Stays Broken appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and In

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Correlate telemetry data with Amazon OpenSearch Service and Amazon Managed Grafana

AWS Big Data

Troubleshooting a large, complex, distributed enterprise application involves challenges like tracing requests across multiple services, identifying performance bottlenecks across the stack, and understanding cascading failures between dependent services. Customers often need to work with isolated data to identify the underlying cause of the problem.

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What is Bias in a RAG System?

Analytics Vidhya

RAG, or Retrieval-Augmented Generation, has received widespread acceptance when it comes to reducing model hallucinations and enhancing the domain-specific knowledge base of large language models (LLMs). Corroborating information produced by an LLM with external data sources has helped keep the model outputs fresh and authentic. However, recent findings in a RAG system have underscored the […] The post What is Bias in a RAG System?

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4 AI Hacks to Make Sales Teams More Efficient

Over the last two years, there’s been a 76 percent increase in AI adoption across sales organizations. The reason for its rise? AI increases teams’ productivity by predicting and automating actions that require manual effort. In other words, the research that takes reps hours, AI can do in seconds. For sales teams, AI opens up a world of new possibilities, including automating outreach, identifying best-fit buyers, and keeping CRMs flush with fresh data.