Applied AI

MLOps & LLMOps

Model deployment, experiment tracking, monitoring, inference optimisation and AI pipelines

1,468
lessons
Skills in this topic
View full skill map โ†’
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
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MLOps.community Advanced 11mo ago
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Is there still a role for a feature store
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MLOps & LLMOps โšก AI Lesson
Brevitas Quantization Library - Pablo Monteagudo Lago, AMD
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LangChain Beginner 5mo ago
Trace OpenRouter Calls to LangSmith โ€” No Code Changes Needed
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Trace OpenRouter Calls to LangSmith โ€” No Code Changes Needed
LangChain Beginner 9mo ago
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Run AI Models Inference on Amazon SageMaker HyperPod EKS | Amazon Web Services
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Amazon Web Services Advanced 6mo ago
LLMOPS 06: CI/CD Deployment with AWS ECS & Fargate | End-to-End GenAI Project Deployment
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Tour De Force: LLM Inference Optimization From Simple To Sophisticated - Christin Pohl, Microsoft
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๐Ÿ“š Continue on Coursera External links ยท Free to audit
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MLOps and LLMOps: Deploying and Scaling AI in Production
๐Ÿ“š External: Coursera โ†—
Self-paced
MLOps and LLMOps: Deploying and Scaling AI in Production
Opens on Coursera โ†—
Optimize AI Inference Speed & Accuracy
๐Ÿ“š External: Coursera โ†—
Self-paced
Optimize AI Inference Speed & Accuracy
Opens on Coursera โ†—
Learn MLOps for Machine Learning
๐Ÿ“š External: Coursera โ†—
Self-paced
Learn MLOps for Machine Learning
Opens on Coursera โ†—
Detect AI Anomalies: Real-Time Outliers
๐Ÿ“š External: Coursera โ†—
Self-paced
Detect AI Anomalies: Real-Time Outliers
Opens on Coursera โ†—
Deconstruct AI: Complex ML Problems
๐Ÿ“š External: Coursera โ†—
Self-paced
Deconstruct AI: Complex ML Problems
Opens on Coursera โ†—
Azure ML: Deploying, Managing, and Experimenting with Models
๐Ÿ“š External: Coursera โ†—
Self-paced
Azure ML: Deploying, Managing, and Experimenting with Models
Opens on Coursera โ†—