Udemy - Bayesian Statistics - A Step-by-step Introduction

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Udemy - Bayesian Statistics - A Step-by-step Introduction

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Udemy - Bayesian Statistics - A Step-by-step Introduction
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1. Bayes' Rule Introduction.mp4
MP4
63.4 MB
1. Binomial Random Variables.mp4
MP4
101.4 MB
1. Continuous Priors and the Uniform Distribution.mp4
MP4
67.3 MB
1. Introduction Video.mp4
MP4
14.7 MB
1. Likelihood Poisson Distribution.mp4
MP4
76.1 MB
1. Normal Distribution.mp4
MP4
67.6 MB
1. Predictive distributions, unknown variance.mp4
MP4
69.5 MB
10. Predictive Distribution.mp4
MP4
62.2 MB
10. Recap of Priors, Posteriors, Likelihoods, Predictive Distributions.mp4
MP4
37.2 MB
11. Continuous Uniform Distribution Quiz.html
HTML
102.4 B
11. Example Beta-Binomial Problem with R.mp4
MP4
105.8 MB
11.1 BayesianBeta-BinomialRExercise.qmd
QMD
8.6 KB
11.2 Python_BetaBinomial.ipynb
IPYNB
83.1 KB
12. Example Beta-Binomial Problem with Stan.mp4
MP4
90.5 MB
12.1 BayesianBeta-BinomialRExercise.qmd
QMD
8.6 KB
12.2 Python_BetaBinomial.ipynb
IPYNB
83.1 KB
13. Drawbacks of Conjugate Priors.mp4
MP4
33.6 MB
2. Gamma Distribution and Choosing Hyperparameters.mp4
MP4
112.4 MB
2. Likelihood and Random Variables.mp4
MP4
71.6 MB
2. Medical Testing Problem.mp4
MP4
58.7 MB
2. Prior Normal Distribution and choosing hyperparameters.mp4
MP4
83.9 MB
2. Prior The Beta Distribution.mp4
MP4
86.9 MB
2. Simple Linear Regression.mp4
MP4
82 MB
2. Welcome.html
HTML
1.7 KB
3. Example Simple Linear Regression Problem with R and Stan.mp4
MP4
83.2 MB
3. Finding prior and posterior probabilities with the Beta CDF.mp4
MP4
20.4 MB
3. Posterior Distribution One Observation.mp4
MP4
64.6 MB
3. Posterior Distribution and Example.mp4
MP4
72.7 MB
3. Posterior Distribution.mp4
MP4
64.6 MB
3. Predictive Distributions and Flow Charts.mp4
MP4
40.5 MB
3. Probability, Complements, Venn Diagrams.mp4
MP4
54.7 MB
3.1 BayesianRegressionExample.qmd
QMD
3.6 KB
3.1 Normal Posterior Distribution Full Derivation.html
HTML
102.4 B
3.2 BayesianRegressionPython.ipynb
IPYNB
4.1 KB
4. Credible Intervals and Point Estimates.mp4
MP4
25.8 MB
4. How do the hyperparameters change the prior.mp4
MP4
27.4 MB
4. Law of Total Probability.mp4
MP4
35.9 MB
4. Posterior Calculation Example 2.mp4
MP4
21.9 MB
4. Posterior Probability Calculation.mp4
MP4
23.2 MB
4. Two Coins.mp4
MP4
54.4 MB
5. Conditional Probability.mp4
MP4
63.6 MB
5. Credible Interval and Point Estimates.mp4
MP4
31 MB
5. Multiple Observations.mp4
MP4
46.9 MB
5. Normal-Normal Quiz.html
HTML
102.4 B
5. Posterior Distribution Two Observations.mp4
MP4
56.8 MB
5. Posterior Distribution What are Conjugate Priors.mp4
MP4
118.4 MB
6. CDFs and Inverse CDFs.mp4
MP4
91.7 MB
6. Credible Intervals.mp4
MP4
49.3 MB
6. Example Normal-Normal Problem with R and Stan.mp4
MP4
126.1 MB
6. Multiplication Rule and Independence.mp4
MP4
61.7 MB
6. Normalizing Constants and Proportionality.mp4
MP4
62.3 MB
6. Predictive Distribution Negative Binomial.mp4
MP4
33.2 MB
6.1 BayesianNormalRExample.qmd
QMD
6 KB
6.2 Python-normalnormal.ipynb
IPYNB
7.9 KB
7. Bayes Rule Quiz.html
HTML
102.4 B
7. Credible Intervals.mp4
MP4
68.4 MB
7. Point Estimates.mp4
MP4
37.3 MB
7. Poisson - Gamma Quiz.html
HTML
102.4 B
7. Probability Quiz.html
HTML
102.4 B
8. Bayes' Rule Extra Practice Problems.html
HTML
102.4 B
8. Example Poisson-Gamma Problem with R and Stan.mp4
MP4
108 MB
8. Mean, Median, Mode.mp4
MP4
62 MB
8. Predictive Distribution Beta-Binomial.mp4
MP4
43.4 MB
8. Probability Extra Practice Problems.html
HTML
102.4 B
8.1 Bayes_Rule_Practice.pdf
PDF
89.2 KB
8.1 BayesianPoisson-GammaRexample.qmd
QMD
6 KB
8.1 Bayesian_Homework_1.pdf
PDF
107 KB
8.2 PoissonGammaPython.ipynb
IPYNB
9.8 KB
9. Beta Distribution Quiz.html
HTML
102.4 B
9. Point Estimates.mp4
MP4
80.3 MB
Bonus Resources.txt
TXT
409.6 B
Get Bonus Downloads Here.url
URL
204.8 B

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