인공지능 및 기계학습 개론 I - Ch1.2

Binomial Distribution

• discrete probability distribution

i.i.d condition

• independent events
• identically distributed according to binomial distribution

MLE

• Maximum Likelihood Estimation
  - maximizes the probability of observed data

  $\hat{\theta} = argmax_{\theta}P(D|\theta)$

• Calculation
  

• Simple Error Bound