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Episode 23: Statistical and Algorithmic Thinking in the AI Age

Vanishing Gradients

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Exploring Gaussian, Log Normal, and Long Tail Distributions

The chapter delves into the prevalence of Gaussian distribution in modeling measurements, discusses log normal distribution in contexts like adult weight, and explores the concept of long tail distributions in high-impact events such as stock market crashes. It emphasizes how different probability distributions play a crucial role in understanding the variability and unpredictability of various phenomena.

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