Data Lab Tech
@datalabtechtv.com
From Data Science and Data Engineering, to MLOps and DevOps, I talk about all things data on my YouTube channel: youtube.com/@DataLabTechTV
The last two weeks have been hectic! Learned a lot of Go, delved into the docs for the AWS S3 API, implemented a few basic actions, along with SigV4 (with multi-chunk upload support), and setup a GitHub Org to collab with a friend on this project. 🚀
November 7, 2025 at 9:51 AM
The last two weeks have been hectic! Learned a lot of Go, delved into the docs for the AWS S3 API, implemented a few basic actions, along with SigV4 (with multi-chunk upload support), and setup a GitHub Org to collab with a friend on this project. 🚀
Cool interview of Guido, with a few good AI-related questions. #python #AI www.odbms.org/blog/2025/10...
Beyond the AI Hype: Guido van Rossum on Python’s Philosophy, Simplicity, and the Future of Programming. | ODBMS Industry Watch
www.odbms.org
November 1, 2025 at 7:01 PM
Cool interview of Guido, with a few good AI-related questions. #python #AI www.odbms.org/blog/2025/10...
Learning Go to build an object store has been a really cool experience so far. At first, I thought that Go's syntax was a little weird, but now it just feels normal, and it flows quite well. Already have some basic requests working, but nothing too fancy to share yet!
October 29, 2025 at 7:03 PM
Learning Go to build an object store has been a really cool experience so far. At first, I thought that Go's syntax was a little weird, but now it just feels normal, and it flows quite well. Already have some basic requests working, but nothing too fancy to share yet!
Migrating DuckLake Catalog From SQLite to PostgreSQL - Learn how to migrate your existing DuckLake catalog from SQLite to PostgreSQL, without losing any data, and see it in action in a production environment.
Migrating DuckLake Catalog From SQLite to PostgreSQL
Learn how to migrate your existing DuckLake catalog from SQLite to PostgreSQL, without losing any data, and see it in action in a production environment.
datalabtechtv.com
October 28, 2025 at 11:39 AM
Migrating DuckLake Catalog From SQLite to PostgreSQL - Learn how to migrate your existing DuckLake catalog from SQLite to PostgreSQL, without losing any data, and see it in action in a production environment.
This week I had fun making another video about DuckLake. It's scheduled to come out next Tuesday, so stay tuned! Love the duck! 💛🦆
October 24, 2025 at 10:14 PM
This week I had fun making another video about DuckLake. It's scheduled to come out next Tuesday, so stay tuned! Love the duck! 💛🦆
Reposted by Data Lab Tech
In a new guest blog post, Mark Harrison (Madhive) presents Frozen DuckLakes. These are read-only DuckLakes that only require object storage and are frozen in time. He shows a process for creating and freezing DuckLakes, and demonstrates their use and performance.
📖 ducklake.select/2025/10/24/f...
📖 ducklake.select/2025/10/24/f...
October 24, 2025 at 6:38 PM
In a new guest blog post, Mark Harrison (Madhive) presents Frozen DuckLakes. These are read-only DuckLakes that only require object storage and are frozen in time. He shows a process for creating and freezing DuckLakes, and demonstrates their use and performance.
📖 ducklake.select/2025/10/24/f...
📖 ducklake.select/2025/10/24/f...
Data Lab Infra - Part 5: Retrospective & MLOps - Model Deployment - Learn how to use multi-project CI/CD with the GitLab Free tier, how to deploy an ML model with Docker, doing a retrospective and redesigning the architecture.
Data Lab Infra - Part 5: Retrospective & MLOps - Model Deployment
Learn how to use multi-project CI/CD with the GitLab Free tier, how to deploy an ML model with Docker, doing a retrospective and redesigning the architecture.
datalabtechtv.com
October 21, 2025 at 11:40 AM
Data Lab Infra - Part 5: Retrospective & MLOps - Model Deployment - Learn how to use multi-project CI/CD with the GitLab Free tier, how to deploy an ML model with Docker, doing a retrospective and redesigning the architecture.
Just noticed that KùzuDB got archived on GitHub. Its website now points to GitHub Pages, and documentation is gone! Also, their Discord server was shutdown. What could this mean? Layoffs? Closing source code due to monetization efforts? kuzudb.github.io
Kuzu - Embedded, scalable, blazing fast graph database
kuzudb.github.io
October 20, 2025 at 5:01 PM
Just noticed that KùzuDB got archived on GitHub. Its website now points to GitHub Pages, and documentation is gone! Also, their Discord server was shutdown. What could this mean? Layoffs? Closing source code due to monetization efforts? kuzudb.github.io
Zed integrates with WSL like VSCode, it's written in Rust, and integrates with AI but it's not in-your-face! If you don't like Windows, the Linux and Mac version already existed before this one. #Zed #IDE #Rust zed.dev/blog/zed-for...
Windows When? Windows Now - Zed Blog
From the Zed Blog: Zed for Windows is finally here. Download it today.
zed.dev
October 15, 2025 at 5:48 PM
Zed integrates with WSL like VSCode, it's written in Rust, and integrates with AI but it's not in-your-face! If you don't like Windows, the Linux and Mac version already existed before this one. #Zed #IDE #Rust zed.dev/blog/zed-for...
Data Lab Infra - Part 4: Core Services - Learn how to automate data stack deployment using docker compose and GitLab, setting up CI/CD variables with Terraform, and using GPU passthrough to a Docker VM running on Proxmox.
Data Lab Infra - Part 4: Core Services
Learn how to automate data stack deployment using docker compose and GitLab, setting up CI/CD variables with Terraform, and using GPU passthrough to a Docker VM running on Proxmox.
datalabtechtv.com
October 14, 2025 at 11:39 AM
Data Lab Infra - Part 4: Core Services - Learn how to automate data stack deployment using docker compose and GitLab, setting up CI/CD variables with Terraform, and using GPU passthrough to a Docker VM running on Proxmox.
South Korea just lost their government data. Expired batteries started a fire, and they didn't have an offsite backup... 3-2-1 rule guys! #DevOps youtu.be/pGjXwvD9tB4
Government Data Center Destroyed... NO BACKUP
YouTube video by Seytonic
youtu.be
October 9, 2025 at 8:26 PM
South Korea just lost their government data. Expired batteries started a fire, and they didn't have an offsite backup... 3-2-1 rule guys! #DevOps youtu.be/pGjXwvD9tB4
If you're still using a Makefile or custom language-based solutions like npm or uv scripts, then you must take a look at just! This is a tool I recently adopted and will, most likely, keep using in my future projects. just.systems
Just: A Command Runner
just.systems
October 3, 2025 at 9:54 AM
If you're still using a Makefile or custom language-based solutions like npm or uv scripts, then you must take a look at just! This is a tool I recently adopted and will, most likely, keep using in my future projects. just.systems
I was just learning about the IBM Z mainframe and bumped into this. Pretty awesome! www.youtube.com/watch?v=wJyi...
The "Mainframe Kid"
YouTube video by IBM
www.youtube.com
October 2, 2025 at 9:00 PM
I was just learning about the IBM Z mainframe and bumped into this. Pretty awesome! www.youtube.com/watch?v=wJyi...
I am now running GitLab on a VM with 4 cores and 8 GiB RAM, and it seems to be stable, finally. But I'm not too happy about it. It's feeling bloated, a bit of a resource hog. Hopefully its features will make up for the amount of resources I had to let go.
My self-hosted GitLab instance suddenly went crazy. CPU was hitting 100% nonstop, and it kept freezing after navigating to certain pages on the UI (clearly when trying to load data). I kept having to reset the VM to regain access via SSH.
October 1, 2025 at 1:56 PM
I am now running GitLab on a VM with 4 cores and 8 GiB RAM, and it seems to be stable, finally. But I'm not too happy about it. It's feeling bloated, a bit of a resource hog. Hopefully its features will make up for the amount of resources I had to let go.
My self-hosted GitLab instance suddenly went crazy. CPU was hitting 100% nonstop, and it kept freezing after navigating to certain pages on the UI (clearly when trying to load data). I kept having to reset the VM to regain access via SSH.
October 1, 2025 at 11:22 AM
My self-hosted GitLab instance suddenly went crazy. CPU was hitting 100% nonstop, and it kept freezing after navigating to certain pages on the UI (clearly when trying to load data). I kept having to reset the VM to regain access via SSH.
Data Lab Infra - Part 3: Platform Setup with Terraform - Learn how to provision Proxmox VMs with Terraform, deploying GitLab and Docker using cloud-init. Configure GitLab as a container registry, and deploy a shared runner for CI/CD using variables for secret management.
Data Lab Infra - Part 3: Platform Setup with Terraform
Learn how to provision Proxmox VMs with Terraform, deploying GitLab and Docker using cloud-init. Configure GitLab as a container registry, and deploy a shared runner for CI/CD using variables for secret management.
datalabtechtv.com
September 30, 2025 at 11:40 AM
Data Lab Infra - Part 3: Platform Setup with Terraform - Learn how to provision Proxmox VMs with Terraform, deploying GitLab and Docker using cloud-init. Configure GitLab as a container registry, and deploy a shared runner for CI/CD using variables for secret management.
Did you ever notice, when using Docker Desktop in Windows that sometimes it will hang for a while on stop or restart? This is usually because it's reclaiming disk space by compacting its virtual hard disk (vhdx). Check your disk activity, if you think it's hanging. #docker #windows #vhdx
September 30, 2025 at 10:01 AM
My home lab runs on an old Laptop with 16 cores, 32 GB RAM and 1 TB SSD. I sometimes dream of a real server, but then I watch videos like this. youtu.be/0GSBomNmZxI
Dell Server sounds like Jet taking off
YouTube video by jg1683
youtu.be
September 24, 2025 at 3:12 PM
My home lab runs on an old Laptop with 16 cores, 32 GB RAM and 1 TB SSD. I sometimes dream of a real server, but then I watch videos like this. youtu.be/0GSBomNmZxI
Data Lab Infra - Part 2: Bootstrapping with Terraform - Learn how to setup Terraform, with an S3-backed state, to deploy the foundation layer of your on-premise homelab infrastructure running on Proxmox.
Data Lab Infra - Part 2: Bootstrapping with Terraform
Learn how to setup Terraform, with an S3-backed state, to deploy the foundation layer of your on-premise homelab infrastructure running on Proxmox.
datalabtechtv.com
September 23, 2025 at 11:39 AM
Data Lab Infra - Part 2: Bootstrapping with Terraform - Learn how to setup Terraform, with an S3-backed state, to deploy the foundation layer of your on-premise homelab infrastructure running on Proxmox.
Data Lab Infra - Part 1: Architecture Design - Learn how to design a modern data stack, built for home labs, freelancing data experts, or general on-premise needs.
Data Lab Infra - Part 1: Architecture Design
Learn how to design a modern data stack, built for home labs, freelancing data experts, or general on-premise needs.
datalabtechtv.com
September 16, 2025 at 11:39 AM
Data Lab Infra - Part 1: Architecture Design - Learn how to design a modern data stack, built for home labs, freelancing data experts, or general on-premise needs.
HuggingFace is changing its storage backend from Git LFS to... Xet? huggingface.co/docs/hub/en/...
Storage
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
September 12, 2025 at 7:15 PM
HuggingFace is changing its storage backend from Git LFS to... Xet? huggingface.co/docs/hub/en/...
Currently working on a video series on data lab infrastructure for your tiny home lab. Every data person needs a toolbox! You’ll learn a lot about infrastructure provisioning, and we’ll essentially cover basic cloud concepts on our own hardware. And yes, there will be a DuckLake!
September 8, 2025 at 8:02 AM
Currently working on a video series on data lab infrastructure for your tiny home lab. Every data person needs a toolbox! You’ll learn a lot about infrastructure provisioning, and we’ll essentially cover basic cloud concepts on our own hardware. And yes, there will be a DuckLake!
