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Covers probability, statistics, independence, covariance, correlation, and random variables.
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Explores complex numbers, trigonometric functions, De Moivre's formulas, and complex plane representation.
Probability and Statistics
Covers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.
Complex Exponential: De Moivre's Formula
Covers De Moivre's formula for finding roots of complex numbers and the concept of complex exponential.
Euler and Moivre Formulas: Complex Numbers Analysis
Covers the Euler and Moivre formulas for complex numbers analysis.
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Explores Stochastic Gradient Descent and Mean Field Analysis in two-layer neural networks, emphasizing their iterative processes and mathematical foundations.
Complex Numbers: Algebraic Structure
Explores the algebraic structure and properties of complex numbers, including Euler's and Moivre's formulas.

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