Udemy Data Science Bayesian Linear Regression in Python 2025 | 9311EB31AFF026CE73E7C34616E12AAC4D798570

Udemy Data Science Bayesian Linear Regression in Python 2025

Name	Udemy - Data Science Bayesian Linear Regression in Python (5.2025)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.9 GB
Total Files	67
Last Seen
Hash	9311EB31AFF026CE73E7C34616E12AAC4D798570

/1 - Introduction/
1 -Introduction.mp4	36.9 MB
1 - Introduction/
1 -Introduction.vtt	7.8 KB
2 -Outline.mp4	17.1 MB
2 -Outline.vtt	4.0 KB
3 -Code Link.url	0.1 KB
3 -Where to get the code.mp4	5.4 MB
3 -Where to get the code.vtt	1.3 KB
4 -The Big Picture (Optional).mp4	42.4 MB
4 -The Big Picture (Optional).vtt	10.3 KB
5 -How to Succeed in this Course.mp4	17.1 MB
5 -How to Succeed in this Course.vtt	4.1 KB
6 -What Are Dog Food Lectures.mp4	12.7 MB
6 -What Are Dog Food Lectures.vtt	3.3 KB
2 - Review of Classical Linear Regression/
1 -Simple Linear Regression Review.mp4	21.9 MB
1 -Simple Linear Regression Review.vtt	5.8 KB
2 -Distribution of w Estimate.mp4	38.9 MB
2 -Distribution of w Estimate.vtt	8.8 KB
3 -Linear Regression Review Dog Food.mp4	61.6 MB
3 -Linear Regression Review Dog Food.vtt	19.3 KB
4 -Relationship to Maximum Likelihood Estimation.mp4	19.2 MB
4 -Relationship to Maximum Likelihood Estimation.vtt	4.4 KB
5 -MAP Estimation.mp4	50.4 MB
5 -MAP Estimation.vtt	10.7 KB
6 -MLE and MAP Dog Food.mp4	93.8 MB
6 -MLE and MAP Dog Food.vtt	27.8 KB
7 -Suggestion Box.mp4	29.9 MB
7 -Suggestion Box.vtt	4.2 KB
3 - Bayesian Linear Regression With One Input/
1 -The Bayesian Approach.mp4	31.3 MB
1 -The Bayesian Approach.vtt	9.3 KB
2 -Review of Conjugate Priors.mp4	27.0 MB
2 -Review of Conjugate Priors.vtt	6.6 KB
3 -Training Posterior w.mp4	33.2 MB
3 -Training Posterior w.vtt	7.1 KB
4 -Making Predictions (pt 1).mp4	25.5 MB
4 -Making Predictions (pt 1).vtt	6.0 KB
5 -Making Predictions (pt 2).mp4	21.7 MB
5 -Making Predictions (pt 2).vtt	4.7 KB
6 -Making Predictions (pt 3).mp4	32.9 MB
6 -Making Predictions (pt 3).vtt	6.2 KB
7 -Training Dog Food.mp4	62.4 MB
7 -Training Dog Food.vtt	18.4 KB
8 -Prediction Dog Food.mp4	148.4 MB
8 -Prediction Dog Food.vtt	35.0 KB
4 - Bayesian Linear Regression With Multiple Inputs/
1 -Multivariate Bayesian Linear Regression (Fitting).mp4	36.0 MB
1 -Multivariate Bayesian Linear Regression (Fitting).vtt	8.5 KB
2 -Multivariate Bayesian Linear Regression (Predictions).mp4	23.7 MB
2 -Multivariate Bayesian Linear Regression (Predictions).vtt	5.7 KB
3 -Multivariate Fitting Dog Food.mp4	446.1 MB
3 -Multivariate Fitting Dog Food.vtt	18.4 KB
4 -Multivariate Predictions Dog Food.mp4	153.8 MB
4 -Multivariate Predictions Dog Food.vtt	15.2 KB
5 -Multivariate Predictions - ChatGPT Solution.mp4	37.9 MB
5 -Multivariate Predictions - ChatGPT Solution.vtt	9.6 KB
5 - Bayesian Linear Regression in Code/
1 -Code Preparation.mp4	18.0 MB
1 -Code Preparation.vtt	4.9 KB
2 -Code.mp4	103.7 MB
2 -Code.vtt	12.7 KB
6 - Appendix & FAQ/
1 -How to Succeed in this Course (Long Version).mp4	18.7 MB
1 -How to Succeed in this Course (Long Version).vtt	13.1 KB
2 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	81.7 MB
2 -Machine Learning and AI Prerequisite Roadmap (pt 1).vtt	15.0 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	110.9 MB
3 -Machine Learning and AI Prerequisite Roadmap (pt 2).vtt	21.2 KB
4 -Where to Get the Code Troubleshooting.mp4	22.0 MB
4 -Where to Get the Code Troubleshooting.vtt	4.3 KB
5 -BONUS.mp4	42.4 MB
5 -BONUS.vtt	7.2 KB
Total files 67