Free Nebius course builds a personalized media factory: 1,000 records through a generative-agent pipeline
Al_Grigor · x · 2026-11-14
Al Grigor and Nebius are running a free 5-week course, Production AI Agents for Generative Media, starting Monday, November 16. Its worked example, the Santa Christmas Challenge, turns 1,000 child profiles into personalized gift cards each with its own Santa voice message.
The 5-step pipeline:
- Brief: task prompt + data record + constraints (format, style, budget);
- Agent: an LLM plans the asset and writes its text;
- GPU models: generate image plus voice/video on serverless GPUs;
- Check: regenerate assets that aren't good enough;
- Scale: run the same pipeline on 1,000+ records and compute per-asset cost.
Approved applicants get GPU credits via the Nebius AI Builder Program.
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