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[ CourseWikia.com ] Probability Foundations For Data Science

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	Status:	This torrent has NOT been verified.
Category:	Other
Infohash	49f8d0612e23b7d5bac002de723d218c336337bf
Size:	449.1 MB in 98 files
Release Date(s):	Torrent Release: 11-09-2024 by user
Swarm:	0 Seeds & 0 Peers
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FILE LIST

Filename		Size
	~Get Your Files Here !/01 - Introduction/01 - Introduction to probability.mp4	3.3 MB
	~Get Your Files Here !/01 - Introduction/01 - Introduction to probability.srt	1.3 KB
	~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4	1.3 MB
	~Get Your Files Here !/01 - Introduction/02 - What you should know.srt	1.6 KB
	~Get Your Files Here !/01 - Introduction/03 - Calculus review Limits and derivatives.mp4	10.3 MB
	~Get Your Files Here !/01 - Introduction/03 - Calculus review Limits and derivatives.srt	12.2 KB
	~Get Your Files Here !/01 - Introduction/04 - Calculus review Integrals.mp4	10.3 MB
	~Get Your Files Here !/01 - Introduction/04 - Calculus review Integrals.srt	12.2 KB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/01 - Basic probability.mp4	14.9 MB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/01 - Basic probability.srt	17.9 KB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/02 - Random variables.mp4	7.2 MB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/02 - Random variables.srt	7.7 KB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/03 - Discrete distributions.mp4	7.7 MB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/03 - Discrete distributions.srt	9 KB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/04 - Continuous distributions.mp4	5.9 MB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/04 - Continuous distributions.srt	7.2 KB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/05 - Cumulative distributions.mp4	6.9 MB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/05 - Cumulative distributions.srt	8 KB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/06 - Joint distributions.mp4	13 MB
	~Get Your Files Here !/02 - 1. Probability Fundamentals/06 - Joint distributions.srt	14.9 KB
	~Get Your Files Here !/03 - 2. Expectation and Variance/01 - Expectation.mp4	5.9 MB
	~Get Your Files Here !/03 - 2. Expectation and Variance/01 - Expectation.srt	7.4 KB
	~Get Your Files Here !/03 - 2. Expectation and Variance/02 - Expectation of discrete random variables.mp4	9.4 MB
	~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.mp4	7.8 MB
	~Get Your Files Here !/03 - 2. Expectation and Variance/03 - Expectation of continuous random variables.srt	10.2 KB
	~Get Your Files Here !/03 - 2. Expectation and Variance/04 - Conditional expectation.mp4	9.2 MB
	~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/05 - Variance and standard deviation.mp4	5.6 MB
	~Get Your Files Here !/03 - 2. Expectation and Variance/05 - Variance and standard deviation.srt	6.9 KB
	~Get Your Files Here !/03 - 2. Expectation and Variance/06 - Discrete vs. continuous dispersion.mp4	7.2 MB
	~Get Your Files Here !/03 - 2. Expectation and Variance/06 - Discrete vs. continuous dispersion.srt	8 KB
	~Get Your Files Here !/03 - 2. Expectation and Variance/07 - Covariance.mp4	10.1 MB
	~Get Your Files Here !/03 - 2. Expectation and Variance/07 - Covariance.srt	12.1 KB
	~Get Your Files Here !/03 - 2. Expectation and Variance/08 - Correlation.mp4	7.4 MB
	~Get Your Files Here !/03 - 2. Expectation and Variance/08 - Correlation.srt	9.6 KB
	~Get Your Files Here !/04 - 3. Discrete Distributions/01 - Discrete distributions Introduction.mp4	3 MB
	~Get Your Files Here !/04 - 3. Discrete Distributions/01 - Discrete distributions Introduction.srt	3.4 KB
	~Get Your Files Here !/04 - 3. Discrete Distributions/02 - Discrete uniform distribution.mp4	6.5 MB
	~Get Your Files Here !/04 - 3. Discrete Distributions/02 - Discrete uniform distribution.srt	7.7 KB
	~Get Your Files Here !/04 - 3. Discrete Distributions/03 - Bernoulli distribution.mp4	7 MB
	~Get Your Files Here !/04 - 3. Discrete Distributions/03 - Bernoulli distribution.srt	8.8 KB
	~Get Your Files Here !/04 - 3. Discrete Distributions/04 - Binomial distribution.mp4	11 MB
	~Get Your Files Here !/04 - 3. Discrete Distributions/04 - Binomial distribution.srt	13.1 KB
	~Get Your Files Here !/04 - 3. Discrete Distributions/05 - Negative binomial distribution.mp4	11.5 MB
	~Get Your Files Here !/04 - 3. Discrete Distributions/05 - Negative binomial distribution.srt	13.9 KB
	~Get Your Files Here !/04 - 3. Discrete Distributions/06 - Geometric distribution.mp4	6.3 MB
	~Get Your Files Here !/04 - 3. Discrete Distributions/06 - Geometric distribution.srt	7.8 KB
	~Get Your Files Here !/04 - 3. Discrete Distributions/07 - Hypergeometric distribution.mp4	15.1 MB
	~Get Your Files Here !/04 - 3. Discrete Distributions/07 - Hypergeometric distribution.srt	16.2 KB
	~Get Your Files Here !/04 - 3. Discrete Distributions/08 - Poisson distribution.mp4	8.2 MB
	~Get Your Files Here !/04 - 3. Discrete Distributions/08 - Poisson distribution.srt	9.3 KB
	~Get Your Files Here !/05 - 4. Continuous Distributions/01 - Continuous distributions Introduction.mp4	3.1 MB
	~Get Your Files Here !/05 - 4. Continuous Distributions/01 - Continuous distributions Introduction.srt	2.9 KB
	~Get Your Files Here !/05 - 4. Continuous Distributions/02 - Uniform distribution.mp4	6.7 MB
	~Get Your Files Here !/05 - 4. Continuous Distributions/02 - Uniform distribution.srt	8.6 KB
	~Get Your Files Here !/05 - 4. Continuous Distributions/03 - Exponential distribution.mp4	7.7 MB
	~Get Your Files Here !/05 - 4. Continuous Distributions/03 - Exponential distribution.srt	9.7 KB
	~Get Your Files Here !/05 - 4. Continuous Distributions/04 - Gamma distribution.mp4	10.7 MB
	~Get Your Files Here !/05 - 4. Continuous Distributions/04 - Gamma distribution.srt	12.9 KB
	~Get Your Files Here !/05 - 4. Continuous Distributions/05 - Pareto distribution.mp4	9.1 MB
	~Get Your Files Here !/05 - 4. Continuous Distributions/05 - Pareto distribution.srt	10.1 KB
	~Get Your Files Here !/05 - 4. Continuous Distributions/06 - Standard normal distribution.mp4	14.1 MB
	~Get Your Files Here !/05 - 4. Continuous Distributions/06 - Standard normal distribution.srt	14 KB
	~Get Your Files Here !/05 - 4. Continuous Distributions/07 - Normal distribution.mp4	11 MB
	~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.mp4	11.1 MB
	~Get Your Files Here !/05 - 4. Continuous Distributions/08 - Chi-squared distribution.srt	13.6 KB
	~Get Your Files Here !/05 - 4. Continuous Distributions/09 - t distribution.mp4	9.3 MB
	~Get Your Files Here !/05 - 4. Continuous Distributions/09 - t distribution.srt	11.7 KB
	~Get Your Files Here !/05 - 4. Continuous Distributions/10 - F distribution.mp4	12.2 MB
	~Get Your Files Here !/05 - 4. Continuous Distributions/10 - F distribution.srt	14.2 KB
	~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/01 - Chebyshev's inequality.mp4	6.2 MB
	~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/01 - Chebyshev's inequality.srt	6.9 KB
	~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/02 - Weak Law of Large Numbers.mp4	6.3 MB
	~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/02 - Weak Law of Large Numbers.srt	7.6 KB
	~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/03 - Strong Law of Large Numbers.mp4	6.6 MB
	~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/03 - Strong Law of Large Numbers.srt	8 KB
	~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/04 - Monte Carlo Approximation.mp4	8.2 MB
	~Get Your Files Here !/06 - 5. Limit Theorems and Approximations/04 - Monte Carlo Approximation.srt	9.4 KB
	~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/05 - Central Limit theorem.srt	7.7 KB
	~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 !/06 - 5. Limit Theorems and Approximations/06 - Normal approximation of the binomial distribution.srt	10.1 KB
	~Get Your Files Here !/07 - 6. Bayesian Probability/01 - Bayesian probability History.mp4	6.6 MB
	~Get Your Files Here !/07 - 6. Bayesian Probability/01 - Bayesian probability History.srt	6.8 KB
	~Get Your Files Here !/07 - 6. Bayesian Probability/02 - Bayes' theorem.mp4	7.7 MB
	~Get Your Files Here !/07 - 6. Bayesian Probability/02 - Bayes' theorem.srt	8.7 KB
	~Get Your Files Here !/07 - 6. Bayesian Probability/03 - Bayesian inference.mp4	8.6 MB
	~Get Your Files Here !/07 - 6. Bayesian Probability/03 - Bayesian inference.srt	9.8 KB
	~Get Your Files Here !/07 - 6. Bayesian Probability/04 - Frequentist vs. Bayesian probability.mp4	6.6 MB
	~Get Your Files Here !/07 - 6. Bayesian Probability/04 - Frequentist vs. Bayesian probability.srt	8.1 KB
	~Get Your Files Here !/07 - 6. Bayesian Probability/05 - Bayesian applications.mp4	9.9 MB
	~Get Your Files Here !/07 - 6. Bayesian Probability/05 - Bayesian applications.srt	6 KB
	~Get Your Files Here !/08 - 7. Estimation/01 - Maximum likelihood estimation (MLE).mp4	7.5 MB
	~Get Your Files Here !/08 - 7. Estimation/01 - Maximum likelihood estimation (MLE).srt	8.7 KB
	~Get Your Files Here !/08 - 7. Estimation/02 - MLE for binomial distribution.mp4	8.6 MB
	~Get Your Files Here !/08 - 7. Estimation/02 - MLE for binomial distribution.srt	9.3 KB

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