Production ML with Hugging Face
by Coursera
Learn to deploy ML models in production using the Sovereign Rust Stack. Master GGUF, SafeTensors, APR, MLOps, and multi-target deployment with hands-on projects.
Why this course
- Covers cutting-edge deployment techniques using the Sovereign Rust Stack for high-performance ML inference
- Hands-on projects like Depyler and Whisper.apr provide real-world, portfolio-ready experience
- Teaches critical MLOps practices including CI/CD, observability, and model versioning
- Supports multi-target deployment across GPU, CPU, WebAssembly, and edge devices
