Artificial Intelligence
Deploying AI in the Real World: MLOps, Tools & Products
Deploying AI in the Real World: MLOps, Tools & Products is a course in AI & Machine Learning Mastery: From Zero to Practitioner. 10 lessons covering Model Serving Architectures; FastAPI Deployment Deep Dive; Docker for ML Model Packaging.
10 published lessons · Online learning · Part of Learn & Grow
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What this course covers
- Model Serving Architectures · 13 min
- FastAPI Deployment Deep Dive · 14 min
- Docker for ML Model Packaging · 13 min
- Monitoring ML Models in Production · 13 min
- Model Versioning and Experiment Tracking With MLflow · 13 min
- CI/CD for ML Pipelines · 13 min
- Cost Optimisation for ML Inference at Scale · 13 min
- A/B Testing ML Models in Production · 14 min
- Scaling ML Systems · 13 min
- MLOps Capstone — Deploying a Complete Nigerian Fintech ML System · 15 min
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This course belongs to AI & Machine Learning Mastery: From Zero to Practitioner. Explore the full academy to see the other courses in this learning path.
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