Prob for ML Running Notes.md

• Kinds of uncertainty while making inferences

  • Epistemic Uncertainty: Uncertainty in observed data due to access to limited data
    • Example: x group is most likely to vote for A candidate but cant say for certain due to not having enough data samples of x group
    • To deal with this uncertainty we just get get more data points
  • Intrinsic Uncertainty:

• Frequentist vs Bayesian Probability

• Sum Rule vs Product Rule