Blog Special: The Accelerating Evolution of Artificial Intelligence
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Probability
Probability algorithms calculate the chances of:
- events taking place
- characteristics occurring
“Probability is expectation founded upon partial knowledge. A perfect acquaintance with all the circumstances affecting the occurrence of an event would change expectation into certainty, and leave nether room nor demand for a theory of probabilities.”
“The most important questions of life are indeed, for the most part, really only problems of probability.”
“When a coincidence seems amazing, that’s because the human mind isn’t wired to naturally comprehend probability & statistics.”
Central Limit Theorem
Cross Entropy Loss
Entropy
Independent Events
Law of Large Numbers
Mutually Exclusive Events
Normal Distribution
Poisson Distribution
Probability Density Function
Probability Measure
P-Value