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Computational Bayesian Methods

Monte Carlo, MCMC, Metropolis-Hastings, Gibbs sampling, and variational inference

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What you'll unlock:

  • 1. Monte Carlo Integration
  • 2. Markov Chain Monte Carlo
  • 3. Metropolis-Hastings Algorithm
  • 4. Gibbs Sampling
  • 5. Variational Inference
  • 6. Hamiltonian Monte Carlo
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