Free 4-week course: Production AI Agents orchestrating GPU media generation on Nebius
Al_Grigor · x · 2026-11-01
DataTalks.Club and Nebius are launching a free, open-source, project-based 4-week course, "Production AI Agents for Generative Media," with 245 already registered for the first cohort (application-only, medium-advanced level, 8-10 h/week, starts Nov 16, 2026). The curriculum: Module 1 gets a text-to-image model running from script to container to GPU job and compares Serverless Endpoints vs batch Jobs on latency and per-asset cost; Module 2 builds agents that call GPU tools with structured outputs and MCP-wrapped text-to-speech; Module 3 covers scaling, reliability and cost; Module 4 covers evaluation, observability and production readiness. Aimed at ML/MLOps engineers adding media generation to real systems and backend engineers turning prototypes into services with SLOs.
Related event: Workshop: run agents on CPU, call GPU models as tools(3 posts)→
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