Probability & Statistics
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The mathematical study of uncertainty and data analysis. Probability and statistics underpin randomized algorithms, machine learning, performance analysis, and decision-making under uncertainty throughout computer science.
Concepts
- Probability
- Distributions
- Expectation & Variance
- Statistical Inference
- Bayesian Statistics
- Markov Chains