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Udemy - Data Science Bayesian Linear Regression in Python (5.2025)

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File Name
Size
1 - Introduction/1 -Introduction.mp4
35 MB
1 - Introduction/1 -Introduction.vtt
7.6 kB
1 - Introduction/2 -Outline.mp4
16 MB
1 - Introduction/2 -Outline.vtt
3.9 kB
1 - Introduction/3 -Code Link.url
90 B
1 - Introduction/3 -Where to get the code.mp4
5.2 MB
1 - Introduction/3 -Where to get the code.vtt
1.3 kB
1 - Introduction/4 -The Big Picture (Optional).mp4
40 MB
1 - Introduction/4 -The Big Picture (Optional).vtt
10 kB
1 - Introduction/5 -How to Succeed in this Course.mp4
16 MB
1 - Introduction/5 -How to Succeed in this Course.vtt
4.0 kB
1 - Introduction/6 -What Are Dog Food Lectures.mp4
12 MB
1 - Introduction/6 -What Are Dog Food Lectures.vtt
3.2 kB
2 - Review of Classical Linear Regression/1 -Simple Linear Regression Review.mp4
21 MB
2 - Review of Classical Linear Regression/1 -Simple Linear Regression Review.vtt
5.7 kB
2 - Review of Classical Linear Regression/2 -Distribution of w Estimate.mp4
37 MB
2 - Review of Classical Linear Regression/2 -Distribution of w Estimate.vtt
8.6 kB
2 - Review of Classical Linear Regression/3 -Linear Regression Review Dog Food.mp4
59 MB
2 - Review of Classical Linear Regression/3 -Linear Regression Review Dog Food.vtt
19 kB
2 - Review of Classical Linear Regression/4 -Relationship to Maximum Likelihood Estimation.mp4
18 MB
2 - Review of Classical Linear Regression/4 -Relationship to Maximum Likelihood Estimation.vtt
4.3 kB
2 - Review of Classical Linear Regression/5 -MAP Estimation.mp4
48 MB
2 - Review of Classical Linear Regression/5 -MAP Estimation.vtt
10 kB
2 - Review of Classical Linear Regression/6 -MLE and MAP Dog Food.mp4
90 MB
2 - Review of Classical Linear Regression/6 -MLE and MAP Dog Food.vtt
27 kB
2 - Review of Classical Linear Regression/7 -Suggestion Box.mp4
28 MB
2 - Review of Classical Linear Regression/7 -Suggestion Box.vtt
4.1 kB
3 - Bayesian Linear Regression With One Input/1 -The Bayesian Approach.mp4
30 MB
3 - Bayesian Linear Regression With One Input/1 -The Bayesian Approach.vtt
9.1 kB
3 - Bayesian Linear Regression With One Input/2 -Review of Conjugate Priors.mp4
26 MB
3 - Bayesian Linear Regression With One Input/2 -Review of Conjugate Priors.vtt
6.4 kB
3 - Bayesian Linear Regression With One Input/3 -Training Posterior w.mp4
32 MB
3 - Bayesian Linear Regression With One Input/3 -Training Posterior w.vtt
6.9 kB
3 - Bayesian Linear Regression With One Input/4 -Making Predictions (pt 1).mp4
24 MB
3 - Bayesian Linear Regression With One Input/4 -Making Predictions (pt 1).vtt
5.9 kB
3 - Bayesian Linear Regression With One Input/5 -Making Predictions (pt 2).mp4
21 MB
3 - Bayesian Linear Regression With One Input/5 -Making Predictions (pt 2).vtt
4.6 kB
3 - Bayesian Linear Regression With One Input/6 -Making Predictions (pt 3).mp4
31 MB
3 - Bayesian Linear Regression With One Input/6 -Making Predictions (pt 3).vtt
6.0 kB
3 - Bayesian Linear Regression With One Input/7 -Training Dog Food.mp4
60 MB
3 - Bayesian Linear Regression With One Input/7 -Training Dog Food.vtt
18 kB
3 - Bayesian Linear Regression With One Input/8 -Prediction Dog Food.mp4
142 MB
3 - Bayesian Linear Regression With One Input/8 -Prediction Dog Food.vtt
34 kB
4 - Bayesian Linear Regression With Multiple Inputs/1 -Multivariate Bayesian Linear Regression (Fitting).mp4
34 MB
4 - Bayesian Linear Regression With Multiple Inputs/1 -Multivariate Bayesian Linear Regression (Fitting).vtt
8.3 kB
4 - Bayesian Linear Regression With Multiple Inputs/2 -Multivariate Bayesian Linear Regression (Predictions).mp4
23 MB
4 - Bayesian Linear Regression With Multiple Inputs/2 -Multivariate Bayesian Linear Regression (Predictions).vtt
5.6 kB
4 - Bayesian Linear Regression With Multiple Inputs/3 -Multivariate Fitting Dog Food.mp4
425 MB
4 - Bayesian Linear Regression With Multiple Inputs/3 -Multivariate Fitting Dog Food.vtt
18 kB
4 - Bayesian Linear Regression With Multiple Inputs/4 -Multivariate Predictions Dog Food.mp4
147 MB
4 - Bayesian Linear Regression With Multiple Inputs/4 -Multivariate Predictions Dog Food.vtt
15 kB
4 - Bayesian Linear Regression With Multiple Inputs/5 -Multivariate Predictions - ChatGPT Solution.mp4
36 MB
4 - Bayesian Linear Regression With Multiple Inputs/5 -Multivariate Predictions - ChatGPT Solution.vtt
9.4 kB
5 - Bayesian Linear Regression in Code/1 -Code Preparation.mp4
17 MB
5 - Bayesian Linear Regression in Code/1 -Code Preparation.vtt
4.8 kB
5 - Bayesian Linear Regression in Code/2 -Code.mp4
99 MB
5 - Bayesian Linear Regression in Code/2 -Code.vtt
12 kB
6 - Appendix & FAQ/1 -How to Succeed in this Course (Long Version).mp4
18 MB
6 - Appendix & FAQ/1 -How to Succeed in this Course (Long Version).vtt
13 kB
6 - Appendix & FAQ/2 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
78 MB
6 - Appendix & FAQ/2 -Machine Learning and AI Prerequisite Roadmap (pt 1).vtt
15 kB
6 - Appendix & FAQ/3 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
106 MB
6 - Appendix & FAQ/3 -Machine Learning and AI Prerequisite Roadmap (pt 2).vtt
21 kB
6 - Appendix & FAQ/4 -Where to Get the Code Troubleshooting.mp4
21 MB
6 - Appendix & FAQ/4 -Where to Get the Code Troubleshooting.vtt
4.2 kB
6 - Appendix & FAQ/5 -BONUS.mp4
40 MB
6 - Appendix & FAQ/5 -BONUS.vtt
7.1 kB