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Category:
Language:
English
Total Size:
449.1 MB
Info Hash:
49F8D0612E23B7D5BAC002DE723D218C336337BF
Added By:
Added:
Sept. 11, 2024, 5:44 p.m.
Stats:
|
(Last updated: May 10, 2025, 4:35 p.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 181 bytes |
| 01 - Introduction to probability.mp4 | 3.3 MB |
| 01 - Introduction to probability.srt | 1.3 KB |
| 02 - What you should know.mp4 | 1.3 MB |
| 02 - What you should know.srt | 1.6 KB |
| 03 - Calculus review Limits and derivatives.mp4 | 10.3 MB |
| 03 - Calculus review Limits and derivatives.srt | 12.2 KB |
| 04 - Calculus review Integrals.mp4 | 10.3 MB |
| 04 - Calculus review Integrals.srt | 12.2 KB |
| 01 - Basic probability.mp4 | 14.9 MB |
| 01 - Basic probability.srt | 17.9 KB |
| 02 - Random variables.mp4 | 7.2 MB |
| 02 - Random variables.srt | 7.7 KB |
| 03 - Discrete distributions.mp4 | 7.7 MB |
| 03 - Discrete distributions.srt | 9.0 KB |
| 04 - Continuous distributions.mp4 | 5.9 MB |
| 04 - Continuous distributions.srt | 7.2 KB |
| 05 - Cumulative distributions.mp4 | 6.9 MB |
| 05 - Cumulative distributions.srt | 8.0 KB |
| 06 - Joint distributions.mp4 | 13.0 MB |
| 06 - Joint distributions.srt | 14.9 KB |
| 01 - Expectation.mp4 | 5.9 MB |
| 01 - Expectation.srt | 7.4 KB |
| 02 - Expectation of discrete random variables.mp4 | 9.4 MB |
| 02 - Expectation of discrete random variables.srt | 11.1 KB |
| 03 - Expectation of continuous random variables.mp4 | 7.8 MB |
| 03 - Expectation of continuous random variables.srt | 10.2 KB |
| 04 - Conditional expectation.mp4 | 9.2 MB |
| 04 - Conditional expectation.srt | 11.1 KB |
| 05 - Variance and standard deviation.mp4 | 5.6 MB |
| 05 - Variance and standard deviation.srt | 6.9 KB |
| 06 - Discrete vs. continuous dispersion.mp4 | 7.2 MB |
| 06 - Discrete vs. continuous dispersion.srt | 8.0 KB |
| 07 - Covariance.mp4 | 10.1 MB |
| 07 - Covariance.srt | 12.1 KB |
| 08 - Correlation.mp4 | 7.4 MB |
| 08 - Correlation.srt | 9.6 KB |
| 01 - Discrete distributions Introduction.mp4 | 3.0 MB |
| 01 - Discrete distributions Introduction.srt | 3.4 KB |
| 02 - Discrete uniform distribution.mp4 | 6.5 MB |
| 02 - Discrete uniform distribution.srt | 7.7 KB |
| 03 - Bernoulli distribution.mp4 | 7.0 MB |
| 03 - Bernoulli distribution.srt | 8.8 KB |
| 04 - Binomial distribution.mp4 | 11.0 MB |
| 04 - Binomial distribution.srt | 13.1 KB |
| 05 - Negative binomial distribution.mp4 | 11.5 MB |
| 05 - Negative binomial distribution.srt | 13.9 KB |
| 06 - Geometric distribution.mp4 | 6.3 MB |
| 06 - Geometric distribution.srt | 7.8 KB |
| 07 - Hypergeometric distribution.mp4 | 15.1 MB |
| 07 - Hypergeometric distribution.srt | 16.2 KB |
| 08 - Poisson distribution.mp4 | 8.2 MB |
| 08 - Poisson distribution.srt | 9.3 KB |
| 01 - Continuous distributions Introduction.mp4 | 3.1 MB |
| 01 - Continuous distributions Introduction.srt | 2.9 KB |
| 02 - Uniform distribution.mp4 | 6.7 MB |
| 02 - Uniform distribution.srt | 8.6 KB |
| 03 - Exponential distribution.mp4 | 7.7 MB |
| 03 - Exponential distribution.srt | 9.7 KB |
| 04 - Gamma distribution.mp4 | 10.7 MB |
| 04 - Gamma distribution.srt | 12.9 KB |
| 05 - Pareto distribution.mp4 | 9.1 MB |
| 05 - Pareto distribution.srt | 10.1 KB |
| 06 - Standard normal distribution.mp4 | 14.1 MB |
| 06 - Standard normal distribution.srt | 14.0 KB |
| 07 - Normal distribution.mp4 | 11.0 MB |
| 07 - Normal distribution.srt | 13.9 KB |
| 08 - Chi-squared distribution.mp4 | 11.1 MB |
| 08 - Chi-squared distribution.srt | 13.6 KB |
| 09 - t distribution.mp4 | 9.3 MB |
| 09 - t distribution.srt | 11.7 KB |
| 10 - F distribution.mp4 | 12.2 MB |
| 10 - F distribution.srt | 14.2 KB |
| 01 - Chebyshev's inequality.mp4 | 6.2 MB |
| 01 - Chebyshev's inequality.srt | 6.9 KB |
| 02 - Weak Law of Large Numbers.mp4 | 6.3 MB |
| 02 - Weak Law of Large Numbers.srt | 7.6 KB |
| 03 - Strong Law of Large Numbers.mp4 | 6.6 MB |
| 03 - Strong Law of Large Numbers.srt | 8.0 KB |
| 04 - Monte Carlo Approximation.mp4 | 8.2 MB |
| 04 - Monte Carlo Approximation.srt | 9.4 KB |
| 05 - Central Limit theorem.mp4 | 6.3 MB |
| 05 - Central Limit theorem.srt | 7.7 KB |
| 06 - Normal approximation of the binomial distribution.mp4 | 8.6 MB |
| 06 - Normal approximation of the binomial distribution.srt | 10.1 KB |
| 01 - Bayesian probability History.mp4 | 6.6 MB |
| 01 - Bayesian probability History.srt | 6.8 KB |
| 02 - Bayes' theorem.mp4 | 7.7 MB |
| 02 - Bayes' theorem.srt | 8.7 KB |
| 03 - Bayesian inference.mp4 | 8.6 MB |
| 03 - Bayesian inference.srt | 9.8 KB |
| 04 - Frequentist vs. Bayesian probability.mp4 | 6.6 MB |
| 04 - Frequentist vs. Bayesian probability.srt | 8.1 KB |
| 05 - Bayesian applications.mp4 | 9.9 MB |
| 05 - Bayesian applications.srt | 6.0 KB |
| 01 - Maximum likelihood estimation (MLE).mp4 | 7.5 MB |
| 01 - Maximum likelihood estimation (MLE).srt | 8.7 KB |
| 02 - MLE for binomial distribution.mp4 | 8.6 MB |
| 02 - MLE for binomial distribution.srt | 9.3 KB |
| 03 - MLE for exponential distribution.mp4 | 6.5 MB |
| 03 - MLE for exponential distribution.srt | 7.7 KB |
| 04 - MLE for normal distribution.mp4 | 11.1 MB |
| 04 - MLE for normal distribution.srt | 12.1 KB |
| 05 - Maximum a posteriori estimation (MAP).mp4 | 7.5 MB |
| 05 - Maximum a posteriori estimation (MAP).srt | 8.9 KB |
| 06 - MAP applications.mp4 | 15.2 MB |
| 06 - MAP applications.srt | 16.2 KB |
| 01 - Next steps.mp4 | 3.7 MB |
| 01 - Next steps.srt | 1.6 KB |
| Bonus Resources.txt | 386 bytes |
Name
DL
Uploader
Size
S/L
Added
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449.1 MB
[24
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2]
2024-09-11
| Uploaded by FreeCourseWeb | Size 449.1 MB | Health [ 24 /2 ] | Added 2024-09-11 |
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468.4 MB
[1
/
0]
2023-07-01
| Uploaded by indexFroggy | Size 468.4 MB | Health [ 1 /0 ] | Added 2023-07-01 |
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1002.6 MB
[15
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2]
2024-11-08
| Uploaded by indexFroggy | Size 1002.6 MB | Health [ 15 /2 ] | Added 2024-11-08 |
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489.9 MB
[0
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2023-06-02
| Uploaded by freecoursewb | Size 489.9 MB | Health [ 0 /0 ] | Added 2023-06-02 |
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534.3 MB
[4
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0]
2024-04-03
| Uploaded by indexFroggy | Size 534.3 MB | Health [ 4 /0 ] | Added 2024-04-03 |
NOTE
SOURCE: Probability Foundations for Data Science CourseWikia
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