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Git for Teams
Master version control, branching strategies, and team collaboration workflows
MLOps TrainingHands-on Training for MLOps Infrastructure, Deployment, and CI/CD
Master Git, AWS, Kubernetes, Terraform, and modern MLOps practices
Master Git, AWS, Kubernetes, Terraform, and modern MLOps practices
| Module | Topic | Description |
|---|---|---|
| 1 | Infrastructure & Prerequisites | Git, AWS, Kubernetes, Terraform fundamentals |
| 2 | Model Deployment | Batch, API, streaming deployments (Coming Soon) |
| 3 | Deployment and Operation | Testing, CI/CD, Monitoring & Observability |
Topics Covered:
| Order | Topic | Description |
|---|---|---|
| 1 | Git for Teams | Version control, branching strategies, collaboration |
| 2 | AWS Cloud Services | Cloud, security, networking, AI/ML services |
| 3 | Kubernetes | Container orchestration for production workloads |
| 4 | Terraform | Infrastructure as Code fundamentals |
Topics Covered:
| Order | Topic | Description |
|---|---|---|
| 1 | Testing | Unit, integration, and contract testing |
| 2 | CI/CD | GitHub Actions workflows and pipelines |
| 3 | Monitoring & Observability | Grafana LGTM+P stack |
Read Theory (docs/) → Practice Hands-on (module-X/)
↓ ↓
Conceptual Learning Lab Exercises
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└──────→ Build Real Projects ←──────┘