Thu.Mar 06, 2025

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What is Computer Vision

WeCloudData

Have you ever wondered how Snapchat and Instagram face filters track your facial expressions and add fun animations in real-time? Or how does your phones Face ID unlock automatically, even if you change your glasses or hairstyle? Computer Vision is the power behind all of such applications. Computer vision is the field of AI that […] The post What is Computer Vision appeared first on WeCloudData.

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LLMs Don’t Know What They Don’t Know—And That’s a Problem by Colin Eberhardt

Scott Logic

LLMs are not just limited by hallucinationsthey fundamentally lack awareness of their own capabilities, making them overconfident in executing tasks they dont fully understand. While vibe coding embraces AIs ability to generate quick solutions, true progress lies in models that can acknowledge ambiguity, seek clarification, and recognise when they are out of their depth.

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Scale Unstructured Text Analytics with Batch LLM Inference

Snowflake

Unstructured text is everywhere in business: customer reviews, support tickets, call transcripts, documents. Large language models (LLMs) are transforming how we extract value from this data by running tasks from categorization to summarization and more. While AI has proved that real-time conversations in natural language are possible with LLMs, extracting insights from millions of unstructured data records using these LLMs can be a game changer.

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From Event-Driven Chaos to a Blazingly Fast Serving API

Zalando Engineering

Real-time data access is critical in e-commerce, ensuring accurate pricing and availability. At Zalando, our event-driven architecture for Price and Stock updates became a bottleneck, introducing delays and scaling challenges. This post covers how we redesigned our approach and built a blazingly fast API capable of serving millions of requests per second with single-digit-millisecond latency.

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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

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Masking in SF Without Hardcoded Roles: Including ARRAY cols

Cloudyard

Read Time: 3 Minute, 37 Second In data-driven enterprises, data security is non-negotiable. Dynamic Masking policies in Snowflake help safeguard sensitive information such as customer emails, payment details, and purchased items. However, a common challenge arises: Hardcoded role names in masking policies make managing access permissions cumbersome.

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A New Era of Cybersecurity with AI: Predictions for 2025

Edureka

The world is entering a New Era of Cybersecurity , driven by Artificial Intelligence (AI). AI is transforming how organizations protect digital assets and critical infrastructures. As AI-powered solutions become more prevalent, organizations must foster trust and build resilience to stay ahead in this high-stakes environment. This new era is defined by AI-led phishing schemes that are evolving into adversarial attacks on machine learning models.

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How to Create a 3D Map of a Wildfire

ArcGIS

How to create a 3d map of a wildfire using ArcGIS Pro and other Esri mapping resources

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Deploying Deepseek Janus Pro locally

KDnuggets

A simple way of using open-source multimodal understanding and visual generation models on a laptop.

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Announcing General Availability of Lakehouse Federation for Google BigQuery and Public Preview for Teradata and Oracle

databricks

Were excited to announce the General Availability of Lakehouse Federation for Google BigQuery and the Public Preview for Oracle and Teradata.

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Is Causality the Next Frontier for Machine Learning?

KDnuggets

Machine learning has transformed industries with advanced predictive abilities, but achieving breakthroughs in causality will depend on overcoming practical and computational challenges.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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効率的なバッチLLM推論による非構造化テキスト分析の拡張

Snowflake

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