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Statistics, Probability and Hypothesis Testing for AI
Artificial Intelligence · Chapter 2 · Unit 1: Applications of AI
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Topics 4
- Describing data trends: mean, median, mode, range, variance and standard deviation
- Probability as a measure of uncertainty; uniform, normal and binomial distributions
- Hypothesis testing: null and alternative hypotheses; Type I and Type II errors in AI experiments
- Simple linear regression for prediction; correlation coefficient