MLOps and Experiment Tracking
Track experiments, version models and monitor them in production.
Advanced
This is an overview — pick a sub-topic below.
Sub-topics (4)
MLflow
Track experiments, package models and manage a model registry.
Intermediate♥ 0🔖 0💬 0
Weights & Biases, Comet and Neptune
Hosted experiment tracking with dashboards, comparisons and collaboration.
Intermediate♥ 0🔖 0💬 0
Kubeflow and Metaflow
Run ML pipelines on Kubernetes (Kubeflow) or with Netflix's human-friendly workflow library (Metaflow).
Advanced♥ 0🔖 0💬 0
Evidently and Deepchecks
Test data and models, and monitor drift in production.
Intermediate♥ 0🔖 0💬 0
Spotted a mistake or want to add detail? Suggest an improvement — Content Contributors' edits are reviewed by editors before they go live.
Discussion (0)
Sign in or join free to ask questions and discuss this topic.