Session recordings
Every past live session and course lesson, free to watch. Filter by kind of video or topic, or search by title or speaker.
14 recordings
Live session
Prometheus & Grafana Monitoring Stack, Part 1: Architecture, Metrics & PromQL
1 h 30 min
- Observability
Live session
Hands-on FastAPI and Backend for MLOps
Mohamed Samy, Aya Nasser Salama
3 h 50 min
- FastAPI
- Python
- Model serving
Live session
Kubernetes Deployment Strategies, Part 2: Canary, A/B Routing, Shadow Traffic
25 min
- Kubernetes
- Deployment strategies
Live session
Kubernetes Deployment Strategies, Part 1: Recreate, Rolling Update, Blue-Green
45 min
- Kubernetes
- Deployment strategies
The MLOps Practitioner · Lesson 3
Inference, Serving & Release Strategies
2 h 40 min
- Model serving
- Deployment strategies
The MLOps Practitioner · Lesson 2
MLOps Core: Experiment Tracking, Versioning & Automation
2 h 55 min
- Experiment tracking
- CI/CD
- MLOps
The MLOps Practitioner · Lesson 1
From Notebook to Production-Ready Code
3 h 10 min
- Python
- FastAPI
- Docker