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Probabilistic Programming in Python - Conf42 Python 2024

Probabilistic Programming in Python - Conf42 Python 2024

Conf42 via YouTube Direct link

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Probabilistic Programming in Python - Conf42 Python 2024

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  1. 1 intro
  2. 2 preamble
  3. 3 motivation
  4. 4 bayesian vs. frequentist statistics
  5. 5 bayes theorem
  6. 6 bayesian vs non-bayesian inference
  7. 7 bayesian inference
  8. 8 markov chain monte carlo mcmc
  9. 9 probabilistic modelling
  10. 10 workflow of probabilistic programming
  11. 11 demo

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