Udemy - Data Science Bayesian Linear Regression in Python (5.2025)
File List
- 4 - Bayesian Linear Regression With Multiple Inputs/3 -Multivariate Fitting Dog Food.mp4 425.4 MB
- 4 - Bayesian Linear Regression With Multiple Inputs/4 -Multivariate Predictions Dog Food.mp4 146.7 MB
- 3 - Bayesian Linear Regression With One Input/8 -Prediction Dog Food.mp4 141.5 MB
- 6 - Appendix & FAQ/3 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 105.8 MB
- 5 - Bayesian Linear Regression in Code/2 -Code.mp4 98.9 MB
- 2 - Review of Classical Linear Regression/6 -MLE and MAP Dog Food.mp4 89.5 MB
- 6 - Appendix & FAQ/2 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 77.9 MB
- 3 - Bayesian Linear Regression With One Input/7 -Training Dog Food.mp4 59.5 MB
- 2 - Review of Classical Linear Regression/3 -Linear Regression Review Dog Food.mp4 58.7 MB
- 2 - Review of Classical Linear Regression/5 -MAP Estimation.mp4 48.1 MB
- 1 - Introduction/4 -The Big Picture (Optional).mp4 40.5 MB
- 6 - Appendix & FAQ/5 -BONUS.mp4 40.4 MB
- 2 - Review of Classical Linear Regression/2 -Distribution of w Estimate.mp4 37.1 MB
- 4 - Bayesian Linear Regression With Multiple Inputs/5 -Multivariate Predictions - ChatGPT Solution.mp4 36.1 MB
- 1 - Introduction/1 -Introduction.mp4 35.2 MB
- 4 - Bayesian Linear Regression With Multiple Inputs/1 -Multivariate Bayesian Linear Regression (Fitting).mp4 34.3 MB
- 3 - Bayesian Linear Regression With One Input/3 -Training Posterior w.mp4 31.6 MB
- 3 - Bayesian Linear Regression With One Input/6 -Making Predictions (pt 3).mp4 31.3 MB
- 3 - Bayesian Linear Regression With One Input/1 -The Bayesian Approach.mp4 29.9 MB
- 2 - Review of Classical Linear Regression/7 -Suggestion Box.mp4 28.5 MB
- 3 - Bayesian Linear Regression With One Input/2 -Review of Conjugate Priors.mp4 25.8 MB
- 3 - Bayesian Linear Regression With One Input/4 -Making Predictions (pt 1).mp4 24.3 MB
- 4 - Bayesian Linear Regression With Multiple Inputs/2 -Multivariate Bayesian Linear Regression (Predictions).mp4 22.6 MB
- 6 - Appendix & FAQ/4 -Where to Get the Code Troubleshooting.mp4 20.9 MB
- 2 - Review of Classical Linear Regression/1 -Simple Linear Regression Review.mp4 20.9 MB
- 3 - Bayesian Linear Regression With One Input/5 -Making Predictions (pt 2).mp4 20.7 MB
- 2 - Review of Classical Linear Regression/4 -Relationship to Maximum Likelihood Estimation.mp4 18.3 MB
- 6 - Appendix & FAQ/1 -How to Succeed in this Course (Long Version).mp4 17.9 MB
- 5 - Bayesian Linear Regression in Code/1 -Code Preparation.mp4 17.2 MB
- 1 - Introduction/2 -Outline.mp4 16.3 MB
- 1 - Introduction/5 -How to Succeed in this Course.mp4 16.3 MB
- 1 - Introduction/6 -What Are Dog Food Lectures.mp4 12.1 MB
- 1 - Introduction/3 -Where to get the code.mp4 5.2 MB
- 3 - Bayesian Linear Regression With One Input/8 -Prediction Dog Food.vtt 34.2 KB
- 2 - Review of Classical Linear Regression/6 -MLE and MAP Dog Food.vtt 27.1 KB
- 6 - Appendix & FAQ/3 -Machine Learning and AI Prerequisite Roadmap (pt 2).vtt 20.7 KB
- 2 - Review of Classical Linear Regression/3 -Linear Regression Review Dog Food.vtt 18.9 KB
- 3 - Bayesian Linear Regression With One Input/7 -Training Dog Food.vtt 18.0 KB
- 4 - Bayesian Linear Regression With Multiple Inputs/3 -Multivariate Fitting Dog Food.vtt 17.9 KB
- 4 - Bayesian Linear Regression With Multiple Inputs/4 -Multivariate Predictions Dog Food.vtt 14.9 KB
- 6 - Appendix & FAQ/2 -Machine Learning and AI Prerequisite Roadmap (pt 1).vtt 14.7 KB
- 6 - Appendix & FAQ/1 -How to Succeed in this Course (Long Version).vtt 12.8 KB
- 5 - Bayesian Linear Regression in Code/2 -Code.vtt 12.4 KB
- 2 - Review of Classical Linear Regression/5 -MAP Estimation.vtt 10.4 KB
- 1 - Introduction/4 -The Big Picture (Optional).vtt 10.0 KB
- 4 - Bayesian Linear Regression With Multiple Inputs/5 -Multivariate Predictions - ChatGPT Solution.vtt 9.4 KB
- 3 - Bayesian Linear Regression With One Input/1 -The Bayesian Approach.vtt 9.1 KB
- 2 - Review of Classical Linear Regression/2 -Distribution of w Estimate.vtt 8.6 KB
- 4 - Bayesian Linear Regression With Multiple Inputs/1 -Multivariate Bayesian Linear Regression (Fitting).vtt 8.3 KB
- 1 - Introduction/1 -Introduction.vtt 7.6 KB
- 6 - Appendix & FAQ/5 -BONUS.vtt 7.1 KB
- 3 - Bayesian Linear Regression With One Input/3 -Training Posterior w.vtt 6.9 KB
- 3 - Bayesian Linear Regression With One Input/2 -Review of Conjugate Priors.vtt 6.4 KB
- 3 - Bayesian Linear Regression With One Input/6 -Making Predictions (pt 3).vtt 6.0 KB
- 3 - Bayesian Linear Regression With One Input/4 -Making Predictions (pt 1).vtt 5.9 KB
- 2 - Review of Classical Linear Regression/1 -Simple Linear Regression Review.vtt 5.7 KB
- 4 - Bayesian Linear Regression With Multiple Inputs/2 -Multivariate Bayesian Linear Regression (Predictions).vtt 5.6 KB
- 5 - Bayesian Linear Regression in Code/1 -Code Preparation.vtt 4.8 KB
- 3 - Bayesian Linear Regression With One Input/5 -Making Predictions (pt 2).vtt 4.6 KB
- 2 - Review of Classical Linear Regression/4 -Relationship to Maximum Likelihood Estimation.vtt 4.3 KB
- 6 - Appendix & FAQ/4 -Where to Get the Code Troubleshooting.vtt 4.2 KB
- 2 - Review of Classical Linear Regression/7 -Suggestion Box.vtt 4.1 KB
- 1 - Introduction/5 -How to Succeed in this Course.vtt 4.0 KB
- 1 - Introduction/2 -Outline.vtt 3.9 KB
- 1 - Introduction/6 -What Are Dog Food Lectures.vtt 3.2 KB
- 1 - Introduction/3 -Where to get the code.vtt 1.3 KB
- 1 - Introduction/3 -Code Link.url 90 bytes
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