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Learn PyMC & Bayesian modeling

:::{toctree} :maxdepth: 1 installation learn/core_notebooks/index learn/books learn/videos_and_podcasts learn/consulting glossary :::

At a glance

Beginner

Intermediate

  • {ref}pymc_overview shows PyMC 4.0 code in action
  • Example notebooks: {doc}nb:gallery
    • {ref}GLM_linear
    • {ref}posterior_predictive
    • Comparing models: {ref}model_comparison
    • Shapes and dimensionality {ref}dimensionality
  • {ref}videos_and_podcasts
  • Book: Bayesian Modeling and Computation in Python

Advanced

  • {octicon}plug;1em;sd-text-info Experimental and cutting edge functionality: {doc}pmx:index library
  • {octicon}gear;1em;sd-text-info PyMC internals guides (To be outlined and referenced here once pymc#5538 is addressed)