Data Science Bayesian Linear Regression in Python

1.79 GB | 23min 15s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
1 -Introduction.mp4 (35.22 MB)
2 -Outline.mp4 (16.34 MB)
3 -Where to get the code.mp4 (5.19 MB)
4 -The Big Picture (Optional).mp4 (40.48 MB)
5 -How to Succeed in this Course.mp4 (16.26 MB)
6 -What Are Dog Food Lectures.mp4 (12.14 MB)
1 -Simple Linear Regression Review.mp4 (20.9 MB)
2 -Distribution of w Estimate.mp4 (37.09 MB)
3 -Linear Regression Review Dog Food.mp4 (58.71 MB)
4 -Relationship to Maximum Likelihood Estimation.mp4 (18.34 MB)
5 -MAP Estimation.mp4 (48.08 MB)
6 -MLE and MAP Dog Food.mp4 (89.5 MB)
7 -Suggestion Box.mp4 (28.51 MB)
1 -The Bayesian Approach.mp4 (29.89 MB)
2 -Review of Conjugate Priors.mp4 (25.78 MB)
3 -Training Posterior w.mp4 (31.65 MB)
4 -Making Predictions (pt 1).mp4 (24.29 MB)
5 -Making Predictions (pt 2).mp4 (20.74 MB)
6 -Making Predictions (pt 3).mp4 (31.35 MB)
7 -Training Dog Food.mp4 (59.52 MB)
8 -Prediction Dog Food.mp4 (141.55 MB)
1 -Multivariate Bayesian Linear Regression (Fitting).mp4 (34.29 MB)
2 -Multivariate Bayesian Linear Regression (Predictions).mp4 (22.55 MB)
3 -Multivariate Fitting Dog Food.mp4 (425.43 MB)
4 -Multivariate Predictions Dog Food.mp4 (146.68 MB)
5 -Multivariate Predictions - ChatGPT Solution.mp4 (36.12 MB)
1 -Code Preparation.mp4 (17.19 MB)
2 -Code.mp4 (98.91 MB)
1 -How to Succeed in this Course (Long Version).mp4 (17.87 MB)
2 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 (77.9 MB)
3 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 (105.78 MB)
4 -Where to Get the Code Troubleshooting.mp4 (20.94 MB)
5 -BONUS.mp4 (40.43 MB)]
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