# Bayesian Machine Learning

> Bayesian inference, probabilistic models, and uncertainty quantification

- Skill: `neuralblitz/bayesian-machine-learning` (Agent Skill)
- Install (CLI): `npx skillmds@latest add neuralblitz/bayesian-machine-learning`
- Raw SKILL.md: https://api.skillmd.com/api/skills/neuralblitz/bayesian-machine-learning/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- License: MIT
- Author: NeuralBlitz (https://skillmd.com/u/neuralblitz)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/neuralblitz/bayesian-machine-learning

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## What I do
- Build Bayesian models
- Perform inference
- Quantify uncertainty
- Apply probabilistic programming

## When to use me
When working with Bayesian methods or uncertainty in ML.

## Key Concepts
- Bayesian inference
- Probabilistic models
- MCMC
- Variational inference
- Bayesian networks
- Uncertainty quantification
- Probabilistic programming