The inordinate amount of data that organizations handle today demands more than fragmented governance and isolated catalogs. Organizations need open interoperability, trusted metrics, and automated control at scale With new innovations in Unity Catalog, Databricks is: – Ending
ENTERPRISE AI
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Machine Learning in Microservices: Design, Build, and Run ML Systems
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Machine Learning in Microservices — Productionizing microservices architecture for #MachineLearning solutions: https://
amzn.to/4iIptKB via @PacktDataML 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼: Design, build, and run microservices systems that utilize the full potential of machine learning -
Machine Learning Model-Serving Patterns and Production Best Practices
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#MachineLearning Model-Serving Patterns & Best Practices — Definitive guide to deploying, monitoring, & providing accessibility to #ML models in production: http://
amzn.to/3vNwKoT via @PacktDataML ——
#AI #DeepLearning #DataScience #DataScientist #MLOps #CDO #DataEngineering -
Data Engineering: Orchestration and Observability Critical Dimensions
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See also my article “Two Critical Dimensions of Data Engineering: Orchestration and Observability”, featuring @Microsoft and @astronomerio The Podcast: https://
bit.ly/TISpg1 My Article: https://
medium.com/@kirk.borne/tw
o-critical-dimensions-of-data-engineering-orchestration-and-observability-d3edc301ab5c
… #MSFTAmbassador @MSFT_Business #AI -
Lakeflow Connect: Efficient Data Ingestion for Lakehouse Pipelines
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Struggling with slow, complex data ingestion? Lakeflow Connect provides efficient data ingestion into your lakehouse— with built-in data connectors for popular enterprise applications, file sources and databases help you set up a production-ready pipeline in just a few steps in
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Security in LLM-Driven Agent Communication Protocols
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8. AI Agent Communication Protocols Presents the first comprehensive survey on security in LLM-driven agent communication, categorizing it into three stages: user-agent interaction, agent-agent communication, and agent-environment communication.
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DeepRare: LLM Agentic System for Rare Disease Diagnosis
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5. DeepRare Introduces DeepRare, a modular agentic system powered by LLMs to aid rare disease diagnosis from multimodal clinical inputs (text, HPO terms, VCFs).
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Privileged Access Management: Layered Defense Strategy Framework
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Privileged Access Management builds a flexible and structured approach where user segmentation, automation, and deployment models support a layered defense strategy, enabling organizations to align cybersecurity practices with operational environments. Microblog @antgrasso
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Microsoft Mandates AI Use for All Employees
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Microsoft oblige tous ses employés à utiliser l’IA B décision prise par Microsoft. Même si leurs propres employés refusent d’utiliser Copilot, l’usage de ChatGPT montre clairement une augmentation de la productivité.
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Making LLMs Work: Beyond Out-of-the-Box Limitations
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Studies of LLMs keep looking at the (very real) failures of LLMs working out-of-the-box in complex use cases. I am always surprised that naked LLMs can get so far as generalist systems But if you want to really make an agent handle a complex workflow, you can often figure it out