Probability
(ความน่าจะเป็น)
Definition
Probability (ความน่าจะเป็น) Hard Skill
Probability is the branch of mathematics that deals with calculating the likelihood of a given event's occurrence, expressed as a value between 0 and 1.
Expertise Level
Level 1
Basic
1. Understands the basic concept of probability as a measure of chance.
2. Can calculate simple probabilities for single events.
3. Recognizes common probability terms such as outcome, event, and sample space.
Level 2
Intermediate
1. Able to calculate probabilities for combined events using addition and multiplication rules.
2. Understands independent and dependent events.
3. Can apply probability concepts to real-world scenarios and simple experiments.
Level 3
Advanced
1. Proficient in advanced probability topics such as conditional probability and Bayes' theorem.
2. Able to model and analyze complex probabilistic systems.
3. Uses probability distributions and statistical methods for decision making.
