Related lectures (83)
All of Probability: Basic Bounds, LLN & CLT
Introduces basic bounds, LLN, and CLT in probability theory, emphasizing convergence to normal distribution.
Monte Carlo Estimation: Error Analysis
Covers the Monte Carlo method for generating realizations and unbiased estimators.
ECDF and Quantiles
Covers ECDF, quantiles, mean, median, and box plots for dataset analysis.
Error Management in LabVIEW
Emphasizes error management in LabVIEW, source file analysis, and program execution with Xcode.
Stochastic Simulation: Monte Carlo Method
Covers the properties and error estimates of the Monte Carlo method in stochastic simulation.
Fitting data with one Gauss function
Explains Gaussian functions, modeling data, likelihood function, and maximum likelihood optimization.
Logic Systems: Representations and Arithmetic
Explores logic system representations, place-value notation, addition, subtraction, and digital system limitations, culminating in a multifunction alarm watch project.
Law of Large Numbers: Probability
Explores the convergence of averages of random variables and empirical frequencies in probability theory.
Investments: Portfolio Selection and Asset Pricing
Covers portfolio selection, asset pricing, market efficiency, and risk management in investments.
Average Growth Rates Calculation
Explains how to calculate average growth rates using arithmetic mean, geometric mean, and linear trend analysis.

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