Learn from AI, ML & data leaders

March 31, 2026 | Live

Learn from AI, ML & data leaders from Dell, Lockheed Martin, Red Hat & more

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
Jeny De Figueiredo
May 16, 2022
10 minutes read
End-to-End Computer Vision API, Part 3: Remote Experiments & CI/CD For Machine Learning
In this final part, we will focus on leveraging cloud infrastructure with CML; enabling automatic reporting (graphs, images, reports and tables with performance metrics) for PRs; and the eventual deployment process.
Alex Kim
Alex Kim
May 9, 2022
7 minutes 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
Rob de Wit
May 6, 2022
8 minutes read
End-to-End Computer Vision API, Part 1: Data Versioning and ML Pipelines
In most cases, training a well-performing Computer Vision (CV) model is not the hardest part of building a Computer Vision-based system. The hardest parts are usually about incorporating this model into a maintainable application that runs in a production environment bringing value to the customers and our business.
Alex Kim
Alex Kim
May 3, 2022
7 minutes 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
Jeny De Figueiredo
April 15, 2022
10 minutes 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
Milecia McGregor
March 31, 2022
7 minutes read

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