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How to Use Apache Iceberg Tables?

Analytics Vidhya

Apache Iceberg is a modern table format designed to overcome the limitations of traditional Hive tables, offering improved performance, consistency, and scalability. In this article, we will explore the evolution of Iceberg, its key features like ACID transactions, partition evolution, and time travel, and how it integrates with modern data lakes. Well also dive into […] The post How to Use Apache Iceberg Tables?

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Accelerate analytics and AI innovation with the next generation of Amazon SageMaker

AWS Big Data

At AWS re:Invent 2024, we announced the next generation of Amazon SageMaker , the center for all your data, analytics, and AI. Amazon SageMaker brings together widely adopted AWS machine learning (ML) and analytics capabilities and addresses the challenges of harnessing organizational data for analytics and AI through unified access to tools and data with governance built in.

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The Hundred-Page Language Models Book: A Great Technical Intro to LLMs

KDnuggets

The Hundred-Page Language Models Book is the LLM book you shouldn't miss.

Modeling 128
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What Are the Ethical Implications of Using AI in Advertising

Smart Data Collective

You can harness the power of AI to create personalized, data-driven ad campaigns but must be aware of the ethical issues.

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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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INE Security Alert: Using AI-Driven Cybersecurity Training to Counter Emerging Threats

CIO Business Intelligence

As Artificial Intelligence (AI)-powered cyber threats surge, INE Security , a global leader in cybersecurity training and certification, is launching a new initiative to help organizations rethink cybersecurity training and workforce development. The company warns that AI is reshaping both the threat landscape and the skills required for cybersecurity professionals.

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Traditional RAG to Graph RAG: The Evolution of Knowledge Retrieval Systems in Artificial Intelligence

Analytics Vidhya

The change from traditional retrieval-augmented generation to Graph RAG proves an interesting shift in machines’ understanding and processing of knowledge, and this study considers both architectures in their differences, applications, and further trajectories. The present organization and access of information will tell whether the AI merely has an answer or actually understands the question in […] The post Traditional RAG to Graph RAG: The Evolution of Knowledge Retrieval Systems i

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Big Gains with Hugging Face’s smolagents

KDnuggets

Utilize the simple yet advance AI agent framework for your works.

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How AI is Helping Drive Advances in Inventory Management Software

Smart Data Collective

Optimize your supply chain with AI-powered Bill of Materials software for smarter, faster, and error-free production.

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Líderes de TI: ¿qué estrategia hay que seguir cuando el ritmo tecnológico supera con creces al talento?

CIO Business Intelligence

Dun and Bradstreet lleva aos utilizando inteligencia artificial y aprendizaje automtico , lo que incluye tambin IA generativa, cuenta Michael Manos, director de tecnologa de la empresa. Es un campo en rpida evolucin, dice, y la demanda de profesionales con experiencia en este mbito es extremadamente alta. Se precisan profesionales que no solo puedan manejar la tecnologa en s, sino tambin gestionar las crecientes complejidades en torno a sus arquitecturas, conjuntos de datos, infraestructura, apl

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Generative AI Salary Trends 2025 Edition

Analytics Vidhya

Wondering what all the buzz is about? Or maybe youre asking yourself: Is this the right career move for me? Generative AI is taking the world by storm, and with it comes a gold rush for talent. From generating images to powering chatbots that sound eerily human, professionals in this field are in high demand […] The post Generative AI Salary Trends 2025 Edition appeared first on Analytics Vidhya.

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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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Low-Code & No-Code: What’s Real, What’s Hype, & Who Actually Delivers?

Dataiku

Terms like "low-code" and "no-code" have become ubiquitous, often touted as revolutionary approaches to software development. While many acknowledge their potential, there's still a cloud of ambiguity surrounding what these terms truly mean, what they promise, and what they actually deliver.

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What Data Scientists Need to Know About AI Agents and Autonomous Systems

KDnuggets

Explore how AI agents are transforming industries, from chatbots to autonomous vehicles, and learn what data scientists need to know to implement them effectively.

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Enhance Your Payroll Planning with FREE Payroll Planning Templates

Paris Technologies

Payroll Planning Templates for Excel. Free Excel templates, automated with PowerQuery. Adopt these templates and your payroll planning will be easy!

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Rafael Blesa (CIO de Naturgy): “La IA juega un papel clave en nuestra transformación”

CIO Business Intelligence

La esperanza de vida de las empresas espaolas es de 8,43 aos. El 60% de las nuevas empresas creadas no superan los cinco aos y el 25% no supera su primer ao de actividad. Por eso, llama la atencin el caso de Naturgy, una empresa que tiene ms de 180 aos y que ha sabido reinventarse y adaptarse a las demandas tecnolgicas de una sociedad muy distinta a aquella en la que naci.

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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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LaTeXify in Python: No Need to Write LaTeX Equations Manually

Analytics Vidhya

In mathematical computing and scientific programming, clear and precise representation of functions is essential. While LaTeX is widely used for formatting mathematical expressions, manually writing equations can be time-consuming. The latexify-py library offers a solution by automatically converting Python functions into LaTeX-formatted expressions.

Analytics 140
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5 AI Myths Holding Your Business Back

Dataiku

As AI adoption continues to grow, businesses are asking fundamental questions: What is value? How do we measure it? And when can we expect to see results? In a 2024 Everyday AI Berlin session , we explored these pressing issues through real-world insights, interactive discussions, and industry data.

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Creating Automated Data Cleaning Pipelines Using Python and Pandas

KDnuggets

Find yourself running the same data cleaning steps time and again? Learn how to automate some of this boring stuff using Python and pandas.

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How Data Quality Leaders Can Gain Influence And Avoid The Tragedy of the Commons

DataKitchen

How Data Quality Leaders Can Gain Influence And Avoid The Tragedy of the Commons Data quality has long been essential for organizations striving for data-driven decision-making. Despite the best efforts of data teams, poor data quality remains a persistent challenge, leading to distrust in analytics, inefficiencies in operations, and costly errors. Many organizations struggle with incomplete, inconsistent, or outdated data, making it difficult to derive reliable insights.

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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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How Tech Leaders Are Using AI to Solve 10 Procurement Challenges

CIO Business Intelligence

Thats why tech leaders need solutions now, not months from now. And yet, three to six months or more of deliberation to finalize a software purchasing decision. Thats an eternity in tech terms ; by the time a deal is signed, market conditions may have changed, new competitors emerged, or the solution itself evolved. No wonder 90% of IT Executives in North America see software sourcing and vendor selection as a pain point.

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The Rise of Large Concept Models: AI’s Next Evolutionary Step

Analytics Vidhya

Have you been using ChatGPT these days? I am sure you are, but have you ever wondered whats the core of this technological innovation? Weve been living in what many call the Gen AI era all because of these Large Language Models. However, some tech leaders believe LLMs may be hitting a plateau. In response, […] The post The Rise of Large Concept Models: AI’s Next Evolutionary Step appeared first on Analytics Vidhya.

Modeling 154
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Dataiku and Databricks Streamline MLOps at Scale to Drive Business Value

Dataiku

Scaling AI successfully isnt just about building models its about ensuring they function in production, at scale, across teams and platforms. This requires a scalable and governed MLOps pipeline, particularly when models are developed across multiple platforms like Dataiku and Databricks.

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Top 7 Open-Source LLMs in 2025

KDnuggets

These models are free to use, can be fine-tuned, and offer enhanced privacy and security since they can run directly on your machine, and match the performance of proprietary solutions like o3-min and Gemini 2.0.

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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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AI’s Future: Not Always Bigger

O'Reilly on Data

On May 8, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. If youre in the trenches building tomorrows development practices today and interested in speaking at the event, wed love to hear from you by March 12.

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칼럼 | 사무실 복귀 정책의 ‘캐치-22’

CIO Business Intelligence

-22(Catch-22) , . -22 . ( ). . , . , ( ), . . , . . . ? . , , . . . . , , , . . . ( .) . ? () , . . . . . 6% . . 5 , 2023 9 43% .

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This is How Andrej Karpathy Uses LLMs

Analytics Vidhya

In his latest video, “How I use LLMs: Andrej Karpathy,” the renowned AI expert pulls back the curtain on the evolving world of LLM. Serving as a follow-up to his earlier video “Deep Diving into LLMs” from the General Audience Playlist on his YouTube channel, this presentation explores how the initial textual chat interface hosted […] The post This is How Andrej Karpathy Uses LLMs appeared first on Analytics Vidhya.

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How Dataiku Keeps You in the Driver's Seat With AutoML

Dataiku

In today's fast-paced data-driven landscape, businesses demand quick and effective machine learning (ML) solutions. However, data teams often struggle with balancing speed, accuracy, and interpretability. Automated machine learning (AutoML) promises to streamline model development, but many data scientists are skeptical, fearing a lack of control and transparency.

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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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5 Cheapest Cloud Platforms for Fine-tuning LLMs

KDnuggets

Stop overpaying for LLM fine-tuning! Discover 5 affordable cloud alternatives to AWS & GCP.

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Think Different

O'Reilly on Data

On May 8, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. If youre in the trenches building tomorrows development practices today and interested in speaking at the event, wed love to hear from you by March 12.

Marketing 130
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CAIOs are stepping out from the CIO’s shadow

CIO Business Intelligence

In 2016, Andrew Ng, one of the best-known researchers in the field of AI,wroteabout the benefits of establishing a chief AI officer role in companies, as well as the characteristics and responsibilities such a role should have. At the time, the idea seemed somewhat far-fetched, that enterprises outside a few niche industries would require a CAIO. But the increase in use of intelligent tools in recent years since the arrival of generative AI has begun to cement the CAIO role as a key tech executi

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Guardrails in OpenAI Agent SDK: Ensuring Integrity in Educational Support Systems

Analytics Vidhya

With the release of OpenAI’s Agent SDK, developers now have a powerful tool to build intelligent systems. One crucial feature that stands out is Guardrails, which help maintain system integrity by filtering unwanted requests. This functionality is especially valuable in educational settings, where distinguishing between genuine learning support and attempts to bypass academic ethics can […] The post Guardrails in OpenAI Agent SDK: Ensuring Integrity in Educational Support Systems app

Analytics 125
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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.