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Posts tagged with "Git"

May '22 Heartbeat
Monthly updates are here! You will find a link to Chip Huyen's new book, great guides and frameworks on the iterative nature of AI, tons of company news, Dmitry on TFIR, beyond machine learning use cases and more! Welcome to May!
  • Jeny De Figueiredo
  • May 16, 202215 min read
Moving Local Experiments to the Cloud with Terraform Provider Iterative (TPI)
Tutorial for easily moving a local ML experiment to a remote cloud machine with the help of Terraform Provider Iterative (TPI).
  • Maria Khalusova
  • May 12, 20229 min read
Training and saving models with CML on a dedicated AWS EC2 runner (part 2)
Use CML to automatically retrain a model on a provisioned AWS EC2 instance and export the model to a DVC remote storage on Google Drive.
  • Rob de Wit
  • May 06, 20227 min read
Machine Learning Workloads with Terraform Provider Iterative
Today we introduce painless resource orchestration for your machine learning projects in conjunction with HashiCorp Terraform.
  • Maria Khalusova
  • Apr 27, 20223 min read
Training and saving models with CML on a self-hosted AWS EC2 runner (part 1)
In this guide we will show how you can use CML to automatically retrain a model and save its outputs to your Github repository using a provisioned AWS EC2 runner.
  • Rob de Wit
  • Apr 26, 20228 min read
April '22 Heartbeat
Monthly updates are here! You will find the future of AI Infrastruture is modular, articles on distribution drift and how to solve it, the usual great tutorials and workflows from the Community, online course updates, new docs and more! Happy April!
  • Jeny De Figueiredo
  • Apr 15, 202213 min read
Preventing Stale Models in Production
We're going to look at how you can prevent stale models from remaining in production when the data starts to differ from the training data.
  • Milecia McGregor
  • Mar 31, 20228 min read
March '22 Heartbeat
Monthly updates are here! You will find a special note in regards to the war in Ukraine, the usual great tutorials and workflows from the Community, online course updates, MLOps maturity models, new docs and more! Welcome to Spring!
  • Jeny De Figueiredo
  • Mar 17, 202214 min read
February '22 Heartbeat
Monthly updates are here! You will find great tutorials and workflows from the Community, Online course is now open, decision making strategies for MLOps tools, and more! Happy February!
  • Jeny De Figueiredo
  • Feb 17, 202214 min read
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