Machine Learning — Advanced
- Advanced
- 8 months, 5–8 hrs/week
40 USDper month
You can train and fine-tune deep learning models. Now run them the way production teams do: pipelines, experiment tracking, cloud deployment and monitoring, plus the ML system design and coding rounds interviews ask for.
- MLOps
- Cloud
- CI/CD
- ML system design
Phase 1
MLOps
Experiment tracking, data and training pipelines, and CI/CD for models.
Phase 2
Production
Cloud deployment, scaling and cost, and monitoring for drift.
Phase 3
System design & interviews
Designing ML systems, harder coding problems, and mock interviews.
Phase 4
Capstone
A model in production with a pipeline, monitoring, and a written design.