MLOps & LLMOps – Scalable AI Deployment | MLcon 2025 https://mlconference.ai/ml-ops/ The Conference for Machine Learning Innovation Mon, 18 May 2026 14:44:28 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 https://mlconference.ai/wp-content/uploads/2025/09/cropped-favicon-32x32.png MLOps & LLMOps – Scalable AI Deployment | MLcon 2025 https://mlconference.ai/ml-ops/ 32 32 On-Device AI: from dumb client to hybrid intelligence https://mlconference.ai/ml-ops/hybrid-on-device-ai-routing/ Mon, 18 May 2026 14:44:28 +0000 https://mlconference.ai/session/hybrid-on-device-ai-routing/ The post On-Device AI: from dumb client to hybrid intelligence appeared first on ML Conference.

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]]> Hands-on-Workshop: Beyond Observability: Bridging Checkmk, LLM Observability, and AI Agents [onsite only] https://mlconference.ai/ml-ops/workshop-observability-llm-ai-agents/ Tue, 12 May 2026 17:47:30 +0000 https://mlconference.ai/session/workshop-observability-llm-ai-agents/ The post Hands-on-Workshop: Beyond Observability: Bridging Checkmk, LLM Observability, and AI Agents [onsite only] appeared first on ML Conference.

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]]> Inference Is Infrastructure: What Actually Determines Cost, Speed, and Reliability at Scale https://mlconference.ai/ml-ops/inference-infrastructure-scaling-levers/ Mon, 27 Apr 2026 06:25:36 +0000 https://mlconference.ai/session/inference-infrastructure-scaling-levers/ The post Inference Is Infrastructure: What Actually Determines Cost, Speed, and Reliability at Scale appeared first on ML Conference.

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]]> Two Day Mastering Platform Engineering – From Design to Value – Day 1 [Thursday October 1] https://mlconference.ai/ml-ops/platform-engineering-adoption-strategy-bootcamp-day-1-2/ Fri, 24 Apr 2026 10:22:31 +0000 https://mlconference.ai/session/platform-engineering-adoption-strategy-bootcamp-day-1-2/ The post Two Day Mastering Platform Engineering – From Design to Value – Day 1 [Thursday October 1] appeared first on ML Conference.

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]]> The 97% Compression Playbook: Vector Quantization and Two-Phase Retrieval for Production AI https://mlconference.ai/ml-ops/rag-vector-compression-playbook/ Fri, 24 Apr 2026 10:04:57 +0000 https://mlconference.ai/session/rag-vector-compression-playbook/ The post The 97% Compression Playbook: Vector Quantization and Two-Phase Retrieval for Production AI appeared first on ML Conference.

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]]> Building Reproducible Machine Learning Workflows: Best Practices with Git, GitHub, Data Version Control (DVC), and MLflow https://mlconference.ai/ml-ops/reproducible-ml-workflows-git-dvc-mlflow/ Fri, 24 Apr 2026 10:04:57 +0000 https://mlconference.ai/session/reproducible-ml-workflows-git-dvc-mlflow/ The post Building Reproducible Machine Learning Workflows: Best Practices with Git, GitHub, Data Version Control (DVC), and MLflow appeared first on ML Conference.

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]]> Evaluating AI Agents for the Enterprise at Salesforce https://mlconference.ai/ml-ops/enterprise-ai-agent-evaluation/ Fri, 24 Apr 2026 10:04:57 +0000 https://mlconference.ai/session/enterprise-ai-agent-evaluation/ The post Evaluating AI Agents for the Enterprise at Salesforce appeared first on ML Conference.

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]]> From Lab to Production: Making Computer Vision Systems Work in the Real World https://mlconference.ai/ml-ops/computer-vision-production-systems/ Mon, 20 Apr 2026 07:05:06 +0000 https://mlconference.ai/session/computer-vision-production-systems/ The post From Lab to Production: Making Computer Vision Systems Work in the Real World appeared first on ML Conference.

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]]> From Local to Production: Running AI Workloads Anywhere with Docker + Serverless https://mlconference.ai/ml-ops/docker-serverless-ai-workloads/ Mon, 13 Apr 2026 10:38:53 +0000 https://mlconference.ai/session/docker-serverless-ai-workloads/ The post From Local to Production: Running AI Workloads Anywhere with Docker + Serverless appeared first on ML Conference.

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]]> Bootcamp: Agentic Engineering & AI Assisted Architecture – Tag 2 [Onsite only] https://mlconference.ai/ml-ops/agentic-engineering-bootcamp-day-two/ Fri, 10 Apr 2026 08:36:58 +0000 https://mlconference.ai/session/agentic-engineering-bootcamp-day-two/ The post Bootcamp: Agentic Engineering & AI Assisted Architecture – Tag 2 [Onsite only] appeared first on ML Conference.

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