🦉DVC

Register here: ai-ready-data-summit.com

Registration is now open for the AI-Ready Data Summit, a free, live virtual event on March 31, 2026. Built for: Data & AI leaders, data and ML engineers, AI/ML platform teams, and Centers of Excellence driving enterprise AI strategy. Register 👇 🔗 hubs.la/Q046xpw30

Register here: ai-ready-data-summit.com

Registration is now open for the AI-Ready Data Summit, a free, live virtual event on March 31, 2026. Built for: Data & AI leaders, data and ML engineers, AI/ML platform teams, and Centers of Excellence driving enterprise AI strategy. Register 👇 🔗 hubs.la/Q045qZwc0

Models get the spotlight, but data quality wins CV projects. A practical primer on annotation, open-source labeling tools, and DVC for large dataset versioning from Alexandra Danilova. 🎯 hubs.la/Q043FQ2n0 #ComputerVision

Building a RAG-based GenAI agent on ECS Fargate? This Terraform tutorial covers the full agent lifecycle and highlights DVC for managing model weights & artifacts. ⚙️ hubs.la/Q043FfhG0 #MLOps

⚠️ AI data litigation is coming. Tracking exactly which datasets went into every training run is your best defense. DVC makes that possible. hubs.la/Q043Fz9g0 #AIGovernance #MLOps

Register here: ai-ready-data-summit.com

Registration is now open for the AI-Ready Data Summit, a free, live virtual event on March 31, 2026. Built for: Data & AI leaders, data and ML engineers, AI/ML platform teams, and Centers of Excellence driving enterprise AI strategy. Register 👇 🔗 hubs.la/Q045dhxP0

Bias detection, tampering, NIST AI RMF, EU AI Act — a new forensics article from @ICTSecurityMag highlights DVC as essential for reconstructing dataset history and ensuring data provenance. 🔍 In Italian language 🇮🇹 hubs.la/Q043FJgF0 #AICompliance

Data & model versioning isn't just good MLOps — it's a security measure. Learn how DVC fits into secure pipelines with governance gates. 🔐 hubs.la/Q043FMRV0 #CyberSecurity #MLOps

Hands-on guide: build a complete data pipeline with @ApacheAirflow, @apachekafka, @apacheflink, @expectgreatdata & DVC. Real-world patterns from @netflix @UberEng &@Spotify #mlops included. A must-read for data engineers leveling up in MLOps. 🛠️ hubs.la/Q043B_nD0

Still sharing datasets via USB sticks or spreadsheets? @YAmirghofran's step-by-step tutorial covers setting up DVC with @Cloudflare R2 — from install to your first dvc push. 👀 #dataversioncontrol hubs.la/Q043ChK00

New research from scholars @JSI_SLO introduces LOCALIZE — a config-first ML framework built on Git + DVC where reproducibility is the default. Less authoring effort than Jupyter notebooks, bounded overhead as data scales. hubs.la/Q043BRvp0 #mlops

📢 DVC Job Watch! @Lennar is hiring for a Data Engineer II role that requires Data Version Control experience in Miami, FL and Irving, TX 💪🏽 More info here 👇🏽 hubs.la/Q042vDTj0 hubs.la/Q042vDYZ0

@masatoalexander Here's an article about the same and how they dealt with it from a community member: fizzylogic.nl/2023/01/13/did…

@masatoalexander Regarding your question, it is true that DVC slows down and will error out with an extraction pipeline generating that many files. The recommended solution is to consolidate into fewer, larger files. Could that work for your use case?

this evening i discovered dvc.org which has restored a bit of my sanity re:my ETL/deep learning pipeline. recommend checking it out if you are involved in ML/data engineering, or if you know more about this area than i do let me know what im doing wrong.

@masatoalexander Hmm. That's strange. That is the non-expiring link we've had from the beginning of the server, and we are finding it works.

🎯 DevOps, MLOps, DataOps, AIOps, AgentOps... confused? Rabiya Abbasi's beginner's guide covers ALL the 'Ops' with tool recommendations for each discipline + a decision-making framework. Your 2026 roadmap starts here! hubs.la/Q0426WhZ0

📚 Are you struggling with "Too much content, not enough time." Vaishali Macwan's 2026 resource guide: YouTube channels, GitHub repos, projects, datasets + a 90-day learning plan. Her reminder below is everything... Let's get to work! hubs.la/Q03-_WP60