Applied AI
MLOps & LLMOps
Model deployment, experiment tracking, monitoring, inference optimisation and AI pipelines
Skills in this topic
5 skills — Sign in to track your progress
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
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Getting Started with Hugging Face Inference Endpoints
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Weaviate 1.15.1 patch release
Two weeks after the 1.15 release, we have a patch (v1.15.1) release for you, which brings 15 bug fixes and 2 UX improvements.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Weaviate 1.15 release
Weaviate 1.15 introduces Cloud-native Backups, Memory Optimizations, faster Filtered Aggregations and Ordered Imports, new Distance Metrics and new Weaviate mod
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Deploying 🤗 ViT on Kubernetes with TF Serving
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Weaviate 1.14 release
Learn what is new in Weaviate 1.14, the most reliable and observable Weaviate release yet!
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
4y ago
Director of Machine Learning Insights [Part 2: SaaS Edition]
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
5y ago
Docker and Containers with Weaviate
What Weaviate users should know about Docker & Containers.
Distill.pub
🏭 MLOps & LLMOps
📄 Paper
⚡ AI Lesson
6y ago
Exploring Bayesian Optimization
How to tune hyperparameters for your machine learning model using Bayesian optimization.
Distill.pub
🏭 MLOps & LLMOps
📄 Paper
⚡ AI Lesson
9y ago
Research Debt
Science is a human activity. When we fail to distill and explain research, we accumulate a kind of debt...
DeepCamp AI