mlflow
Data Lab Infra - Part 5: Retrospective & MLOps - Model Deployment
·3140 words·15 mins
DevOps
MLOps
homelab
applications
gitlab
docker
ci-cd
postgres
kafka
mlflow
ollama
architecture
retrospective
video
Data Lab Infra - Part 4: Core Services
·3998 words·19 mins
DevOps
homelab
core-services
data-stack
gitlab
docker
ci-cd
terraform
postgres
kafka
mlflow
ollama
open-webui
video
Data Lab Infra - Part 1: Architecture Design
·2125 words·10 mins
DevOps
homelab
architecture
data-stack
proxmox
minio
gitlab
docker
postgres
kafka
mlflow
ollama
ci-cd
secrets-management
video
MLOps: A/B Testing with MLflow, Kafka, and DuckLake
·3845 words·19 mins
MLOps
mlflow
ducklake
kafka
monitoring
ab-testing
video