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Course Info
Schedule
Staff
Material
Containerization
Start Containers
Create an Image
Compose an Application
Continuous Experimentation
Install Istio
Ingress Gateway Config
Custom Routing
Enable Monitoring
Data Validation
Deployment with GitHub
Create an Access Token
Release a Webservice
Automate the Release
Train & Serve a Model
Kubernetes
Start the Cluster
Services & Ingress
Create a Deployment
Configure Environment
Migrate Docker Compose
ML Configuration Management
MLQuality
Pylint
DSlinter
Monitoring
Getting Started with Helm
Install Prometheus
Use Prometheus
Add Grafana Dashboard
Projects
SMS Spam
Restaurant Sentiment
Recommended Reading
Assignments
A1: Images & Releases
A2: Operate a Webapp
A3: Istio Service Mesh
A4: ML Config Management
A5: ML Testing
A6: Report
Buddycheck
Final Submissions
Peer Review
Assessment
Basic Requirements
Containers & Orchestration
Istio Service Mesh
Kubernetes & Monitoring
ML Configuration Management
ML Testing
Presentation
Report
Versioning & Releases
Archive
Brightspace
Studyguide
Archive
Previous iterations of the course:
2022
2021