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