Applied AI
MLOps & LLMOps
Model deployment, experiment tracking, monitoring, inference optimisation and AI pipelines
Skills in this topic
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Experiment Tracking
beginner
Log experiments with MLflow or Weights & Biases
Model Deployment
intermediate
Wrap a model in a FastAPI endpoint
Model Monitoring
intermediate
Set up drift detection with Evidently AI
Feature Stores
advanced
Define feature views in Feast
LLMOps
advanced
Set up LangSmith or Langfuse for LLM tracing

The Next Web AI
🏭 MLOps & LLMOps
⚡ AI Lesson
1mo ago
White Circle raises $11m Seed for production AI control platform
Senior figures from OpenAI, Anthropic, DeepMind, Hugging Face, Mistral, Datadog and Sentry have backed the Seed. The platform claims more than one billion API r
Hacker News · dzwiedziu
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
MLOps is part of DevOps. Not a fork – my thoughts on THE MLOps paper
MLOps is part of DevOps. Not a fork – my thoughts on THE MLOps paper. 2 comments, 19 points on Hacker News.
DeepCamp AI