dagshub.com/bl...
Join us for an interactive workshop on how to build an end-to-end MLOps pipeline to deploy production ML models using industry-standard open-source tools!
This 60-min workshop is hosted by Greg Loughnane and Ali Kadhim, expert MLOps instructors from FourthBrain.
They will outline the core components of DagsHub - which brings together best-practice open-source tools from across the MLOps world - from Label Studio to Data Version Control (DVC) to MLflow to Hugging Face, making end-to-end deployments a breeze.
Attendees will learn how to set up their own DagsHub repository and project, fully replicating an end-to-end production generative ML application, including all necessary setup and deployment code.
Material:
- DagsHub Repo: dagshub.com/Al...
- Google colab notebook for demo 1: colab.research...
- Google colab notebook for fine-tuning demo) colab.research...
- Hugging Face Stable Diffusion Link: huggingface.co...
- Hugging Face Accelerate link: huggingface.co...
- MLflow Experiment Tracking Link: dagshub.com/Al...
If you want to hear more about what we are doing at DagsHub, here are some interesting links for you:
🌐 Our Website: dagshub.com
📖 Our Blog: dagshub.com/blog/
🥰 We welcome you to join our community on Discord: / discord
Social Links:
🔗 LinkedIn: / dagshub
🐥 Twitter: / therealdagshub
DAGs out 🤙🏼
#machinelearning #generativeai #mlops #stablediffusion #chatgpt #dagshub #fourthbrain