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 3: Platform Setup with Terraform
·2940 words·14 mins
DevOps
homelab
platform
proxmox
terraform
cloud-init
gitlab
docker
video
Data Lab Infra - Part 2: Bootstrapping with Terraform
·1306 words·7 mins
DevOps
homelab
foundation
proxmox
minio
terraform
secrets-management
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
Economic Competition Networks
·7168 words·34 mins
Data Science
network-science
network-analysis
economy
world-trade
market
video
GraphRAG with KùzuDB
·5807 words·28 mins
Data Science
rag
graph-rag
kuzudb
neo4j
embeddings
langchain
ollama
phi4
gemma3
video
Automated Semantic Releases on GitHub
·2203 words·11 mins
DevOps
semantic-releases
conventional-commits
git-branching
python
github-actions
automation
video
Automating Hugo Blog and Social Media with GitHub Actions
·2321 words·11 mins
DevOps
hugo
static-site
github-actions
automation
scheduling
rss
video
Data Lakehouse with dbt and DuckLake
·3130 words·15 mins
Data Engineering
duckdb
ducklake
dbt
minio
etl
video