[ CourseWikia.com ] Probability Foundations for Data Science

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Last Access Time	June 27, 2025, 7:27 p.m.
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~Get Your Files Here !/08 - 7. Estimation/06 - MAP applications.mp4 15.2 MB
~Get Your Files Here !/04 - 3. Discrete Distributions/07 - Hypergeometric distribution.mp4 15.1 MB
~Get Your Files Here !/02 - 1. Probability Fundamentals/01 - Basic probability.mp4 14.9 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/06 - Standard normal distribution.mp4 14.1 MB
~Get Your Files Here !/02 - 1. Probability Fundamentals/06 - Joint distributions.mp4 13.0 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/10 - F distribution.mp4 12.2 MB
~Get Your Files Here !/04 - 3. Discrete Distributions/05 - Negative binomial distribution.mp4 11.5 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/08 - Chi-squared distribution.mp4 11.1 MB
~Get Your Files Here !/08 - 7. Estimation/04 - MLE for normal distribution.mp4 11.1 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/07 - Normal distribution.mp4 11.0 MB
~Get Your Files Here !/04 - 3. Discrete Distributions/04 - Binomial distribution.mp4 11.0 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/04 - Gamma distribution.mp4 10.7 MB
~Get Your Files Here !/01 - Introduction/03 - Calculus review Limits and derivatives.mp4 10.3 MB
~Get Your Files Here !/01 - Introduction/04 - Calculus review Integrals.mp4 10.3 MB
~Get Your Files Here !/03 - 2. Expectation and Variance/07 - Covariance.mp4 10.1 MB
~Get Your Files Here !/07 - 6. Bayesian Probability/05 - Bayesian applications.mp4 9.9 MB
~Get Your Files Here !/03 - 2. Expectation and Variance/02 - Expectation of discrete random variables.mp4 9.4 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/09 - t distribution.mp4 9.3 MB
~Get Your Files Here !/03 - 2. Expectation and Variance/04 - Conditional expectation.mp4 9.2 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/05 - Pareto distribution.mp4 9.1 MB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/06 - Normal approximation of the binomial distribution.mp4 8.6 MB
~Get Your Files Here !/08 - 7. Estimation/02 - MLE for binomial distribution.mp4 8.6 MB
~Get Your Files Here !/07 - 6. Bayesian Probability/03 - Bayesian inference.mp4 8.6 MB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/04 - Monte Carlo Approximation.mp4 8.2 MB
~Get Your Files Here !/04 - 3. Discrete Distributions/08 - Poisson distribution.mp4 8.2 MB
~Get Your Files Here !/03 - 2. Expectation and Variance/03 - Expectation of continuous random variables.mp4 7.8 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/03 - Exponential distribution.mp4 7.7 MB
~Get Your Files Here !/07 - 6. Bayesian Probability/02 - Bayes' theorem.mp4 7.7 MB
~Get Your Files Here !/02 - 1. Probability Fundamentals/03 - Discrete distributions.mp4 7.7 MB
~Get Your Files Here !/08 - 7. Estimation/01 - Maximum likelihood estimation (MLE).mp4 7.5 MB
~Get Your Files Here !/08 - 7. Estimation/05 - Maximum a posteriori estimation (MAP).mp4 7.5 MB
~Get Your Files Here !/03 - 2. Expectation and Variance/08 - Correlation.mp4 7.4 MB
~Get Your Files Here !/02 - 1. Probability Fundamentals/02 - Random variables.mp4 7.2 MB
~Get Your Files Here !/03 - 2. Expectation and Variance/06 - Discrete vs. continuous dispersion.mp4 7.2 MB
~Get Your Files Here !/04 - 3. Discrete Distributions/03 - Bernoulli distribution.mp4 7.0 MB
~Get Your Files Here !/02 - 1. Probability Fundamentals/05 - Cumulative distributions.mp4 6.9 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/02 - Uniform distribution.mp4 6.7 MB
~Get Your Files Here !/07 - 6. Bayesian Probability/01 - Bayesian probability History.mp4 6.6 MB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/03 - Strong Law of Large Numbers.mp4 6.6 MB
~Get Your Files Here !/07 - 6. Bayesian Probability/04 - Frequentist vs. Bayesian probability.mp4 6.6 MB
~Get Your Files Here !/08 - 7. Estimation/03 - MLE for exponential distribution.mp4 6.5 MB
~Get Your Files Here !/04 - 3. Discrete Distributions/02 - Discrete uniform distribution.mp4 6.5 MB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/05 - Central Limit theorem.mp4 6.3 MB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/02 - Weak Law of Large Numbers.mp4 6.3 MB
~Get Your Files Here !/04 - 3. Discrete Distributions/06 - Geometric distribution.mp4 6.3 MB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/01 - Chebyshev's inequality.mp4 6.2 MB
~Get Your Files Here !/02 - 1. Probability Fundamentals/04 - Continuous distributions.mp4 5.9 MB
~Get Your Files Here !/03 - 2. Expectation and Variance/01 - Expectation.mp4 5.9 MB
~Get Your Files Here !/03 - 2. Expectation and Variance/05 - Variance and standard deviation.mp4 5.6 MB
~Get Your Files Here !/09 - Conclusion/01 - Next steps.mp4 3.7 MB
~Get Your Files Here !/01 - Introduction/01 - Introduction to probability.mp4 3.3 MB
~Get Your Files Here !/05 - 4. Continuous Distributions/01 - Continuous distributions Introduction.mp4 3.1 MB
~Get Your Files Here !/04 - 3. Discrete Distributions/01 - Discrete distributions Introduction.mp4 3.0 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 1.3 MB
~Get Your Files Here !/02 - 1. Probability Fundamentals/01 - Basic probability.srt 17.9 KB
~Get Your Files Here !/08 - 7. Estimation/06 - MAP applications.srt 16.2 KB
~Get Your Files Here !/04 - 3. Discrete Distributions/07 - Hypergeometric distribution.srt 16.2 KB
~Get Your Files Here !/02 - 1. Probability Fundamentals/06 - Joint distributions.srt 14.9 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/10 - F distribution.srt 14.2 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/06 - Standard normal distribution.srt 14.0 KB
~Get Your Files Here !/04 - 3. Discrete Distributions/05 - Negative binomial distribution.srt 13.9 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/07 - Normal distribution.srt 13.9 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/08 - Chi-squared distribution.srt 13.6 KB
~Get Your Files Here !/04 - 3. Discrete Distributions/04 - Binomial distribution.srt 13.1 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/04 - Gamma distribution.srt 12.9 KB
~Get Your Files Here !/01 - Introduction/04 - Calculus review Integrals.srt 12.2 KB
~Get Your Files Here !/01 - Introduction/03 - Calculus review Limits and derivatives.srt 12.2 KB
~Get Your Files Here !/03 - 2. Expectation and Variance/07 - Covariance.srt 12.1 KB
~Get Your Files Here !/08 - 7. Estimation/04 - MLE for normal distribution.srt 12.1 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/09 - t distribution.srt 11.7 KB
~Get Your Files Here !/03 - 2. Expectation and Variance/04 - Conditional expectation.srt 11.1 KB
~Get Your Files Here !/03 - 2. Expectation and Variance/02 - Expectation of discrete random variables.srt 11.1 KB
~Get Your Files Here !/03 - 2. Expectation and Variance/03 - Expectation of continuous random variables.srt 10.2 KB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/06 - Normal approximation of the binomial distribution.srt 10.1 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/05 - Pareto distribution.srt 10.1 KB
~Get Your Files Here !/07 - 6. Bayesian Probability/03 - Bayesian inference.srt 9.8 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/03 - Exponential distribution.srt 9.7 KB
~Get Your Files Here !/03 - 2. Expectation and Variance/08 - Correlation.srt 9.6 KB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/04 - Monte Carlo Approximation.srt 9.4 KB
~Get Your Files Here !/08 - 7. Estimation/02 - MLE for binomial distribution.srt 9.3 KB
~Get Your Files Here !/04 - 3. Discrete Distributions/08 - Poisson distribution.srt 9.3 KB
~Get Your Files Here !/02 - 1. Probability Fundamentals/03 - Discrete distributions.srt 9.0 KB
~Get Your Files Here !/08 - 7. Estimation/05 - Maximum a posteriori estimation (MAP).srt 8.9 KB
~Get Your Files Here !/04 - 3. Discrete Distributions/03 - Bernoulli distribution.srt 8.8 KB
~Get Your Files Here !/08 - 7. Estimation/01 - Maximum likelihood estimation (MLE).srt 8.7 KB
~Get Your Files Here !/07 - 6. Bayesian Probability/02 - Bayes' theorem.srt 8.7 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/02 - Uniform distribution.srt 8.6 KB
~Get Your Files Here !/07 - 6. Bayesian Probability/04 - Frequentist vs. Bayesian probability.srt 8.1 KB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/03 - Strong Law of Large Numbers.srt 8.0 KB
~Get Your Files Here !/03 - 2. Expectation and Variance/06 - Discrete vs. continuous dispersion.srt 8.0 KB
~Get Your Files Here !/02 - 1. Probability Fundamentals/05 - Cumulative distributions.srt 8.0 KB
~Get Your Files Here !/04 - 3. Discrete Distributions/06 - Geometric distribution.srt 7.8 KB
~Get Your Files Here !/02 - 1. Probability Fundamentals/02 - Random variables.srt 7.7 KB
~Get Your Files Here !/04 - 3. Discrete Distributions/02 - Discrete uniform distribution.srt 7.7 KB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/05 - Central Limit theorem.srt 7.7 KB
~Get Your Files Here !/08 - 7. Estimation/03 - MLE for exponential distribution.srt 7.7 KB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/02 - Weak Law of Large Numbers.srt 7.6 KB
~Get Your Files Here !/03 - 2. Expectation and Variance/01 - Expectation.srt 7.4 KB
~Get Your Files Here !/02 - 1. Probability Fundamentals/04 - Continuous distributions.srt 7.2 KB
~Get Your Files Here !/03 - 2. Expectation and Variance/05 - Variance and standard deviation.srt 6.9 KB
~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/01 - Chebyshev's inequality.srt 6.9 KB
~Get Your Files Here !/07 - 6. Bayesian Probability/01 - Bayesian probability History.srt 6.8 KB
~Get Your Files Here !/07 - 6. Bayesian Probability/05 - Bayesian applications.srt 6.0 KB
~Get Your Files Here !/04 - 3. Discrete Distributions/01 - Discrete distributions Introduction.srt 3.4 KB
~Get Your Files Here !/05 - 4. Continuous Distributions/01 - Continuous distributions Introduction.srt 2.9 KB
~Get Your Files Here !/09 - Conclusion/01 - Next steps.srt 1.6 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt 1.6 KB
~Get Your Files Here !/01 - Introduction/01 - Introduction to probability.srt 1.3 KB
~Get Your Files Here !/Bonus Resources.txt 386 bytes
Get Bonus Downloads Here.url 181 bytes

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