Contents Probability Permutation & Combination Probability Probability is a measure of belief about an event that will occur in the future, based on historical data. In other words, the probability of occurrence of a specific target event among the total from past data can be defined as probability. Probability has the following axiom: Probability axiom A value between 0 and 1 $$ 0 \,\le\, P(x) \,\le\, 1$$ The sum of all probability is 1 $$\begin{align}&\sum_{x \in S} P(x) =1\\ & S=\text{all possible spaces} \end{align} $$ A: Event(s) included in S $$A \subset S, P(X \in A) = \sum_{x \in A}P(X=x)$$ The concept of the probability that a particular event will occur in an experiment can be applied and interpreted in many ways. For example, for a forecast that there is a 70% chance of rain tomorrow, you can analyze the data of past climatic conditions and interpret it as a result of 70% rain under conditio...
python 언어를 적용하여 통계(statistics)와 미적분(Calculus), 선형대수학(Linear Algebra)을 소개합니다. 이 과정에서 빅데이터를 다루기 위해 pytorch를 적용합니다.