STA256: Probability and Statistics I
Prerequisite: MAT134H5 or MAT136H5 or MAT134Y5 or MAT135Y5 or MAT137Y5 or MAT157Y5 or 75%+ in MAT133Y5
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What is STA256 about?
STA256 is a probability course that explores probability in-depth including its role in statistical modeling. A highly recommended course for students looking to get started with ML.
Topics in STA256
- Basic Probability
- Random Variables
- Continuous Random Variables
- Probability Mass Function
- Cumulative Distribution Function
- Probability Distributions
- Bernoulli Distribution
- Poisson Distribution
- Negative Binomial Distribution
- Discrete Random Variables
- Probability Density Function
- Cumulative Distribution Function
- Probability distributions
- Gamma Distribution
- Normal Distribution
- Continuous Random Variables
- Vectors
- Expectation