Udemy - Data Science Bayesian Linear Regression in Python (5.2025)
大小
1.79 GB
文件数
67
Info Hash:
9311EB31AFF026CE73E7C34616E12AAC4D798570
收录时间
2026-01-05 01:57:22
更新时间
2026-01-05 01:57:22
文件列表 (67)
1 - Introduction/1 -Introduction.mp4
35.22 MB
1 - Introduction/1 -Introduction.vtt
7.64 KB
1 - Introduction/2 -Outline.mp4
16.34 MB
1 - Introduction/2 -Outline.vtt
3.93 KB
1 - Introduction/3 -Code Link.url
90 B
1 - Introduction/3 -Where to get the code.mp4
5.19 MB
1 - Introduction/3 -Where to get the code.vtt
1.28 KB
1 - Introduction/4 -The Big Picture (Optional).mp4
40.48 MB
1 - Introduction/4 -The Big Picture (Optional).vtt
10.03 KB
1 - Introduction/5 -How to Succeed in this Course.mp4
16.26 MB
1 - Introduction/5 -How to Succeed in this Course.vtt
4.02 KB
1 - Introduction/6 -What Are Dog Food Lectures.mp4
12.14 MB
1 - Introduction/6 -What Are Dog Food Lectures.vtt
3.18 KB
2 - Review of Classical Linear Regression/1 -Simple Linear Regression Review.mp4
20.9 MB
2 - Review of Classical Linear Regression/1 -Simple Linear Regression Review.vtt
5.65 KB
2 - Review of Classical Linear Regression/2 -Distribution of w Estimate.mp4
37.09 MB
2 - Review of Classical Linear Regression/2 -Distribution of w Estimate.vtt
8.58 KB
2 - Review of Classical Linear Regression/3 -Linear Regression Review Dog Food.mp4
58.71 MB
2 - Review of Classical Linear Regression/3 -Linear Regression Review Dog Food.vtt
18.88 KB
2 - Review of Classical Linear Regression/4 -Relationship to Maximum Likelihood Estimation.mp4
18.34 MB
2 - Review of Classical Linear Regression/4 -Relationship to Maximum Likelihood Estimation.vtt
4.31 KB
2 - Review of Classical Linear Regression/5 -MAP Estimation.mp4
48.08 MB
2 - Review of Classical Linear Regression/5 -MAP Estimation.vtt
10.44 KB
2 - Review of Classical Linear Regression/6 -MLE and MAP Dog Food.mp4
89.5 MB
2 - Review of Classical Linear Regression/6 -MLE and MAP Dog Food.vtt
27.11 KB
2 - Review of Classical Linear Regression/7 -Suggestion Box.mp4
28.51 MB
2 - Review of Classical Linear Regression/7 -Suggestion Box.vtt
4.13 KB
3 - Bayesian Linear Regression With One Input/1 -The Bayesian Approach.mp4
29.89 MB
3 - Bayesian Linear Regression With One Input/1 -The Bayesian Approach.vtt
9.05 KB
3 - Bayesian Linear Regression With One Input/2 -Review of Conjugate Priors.mp4
25.78 MB
3 - Bayesian Linear Regression With One Input/2 -Review of Conjugate Priors.vtt
6.41 KB
3 - Bayesian Linear Regression With One Input/3 -Training Posterior w.mp4
31.65 MB
3 - Bayesian Linear Regression With One Input/3 -Training Posterior w.vtt
6.89 KB
3 - Bayesian Linear Regression With One Input/4 -Making Predictions (pt 1).mp4
24.29 MB
3 - Bayesian Linear Regression With One Input/4 -Making Predictions (pt 1).vtt
5.89 KB
3 - Bayesian Linear Regression With One Input/5 -Making Predictions (pt 2).mp4
20.74 MB
3 - Bayesian Linear Regression With One Input/5 -Making Predictions (pt 2).vtt
4.62 KB
3 - Bayesian Linear Regression With One Input/6 -Making Predictions (pt 3).mp4
31.35 MB
3 - Bayesian Linear Regression With One Input/6 -Making Predictions (pt 3).vtt
6.04 KB
3 - Bayesian Linear Regression With One Input/7 -Training Dog Food.mp4
59.52 MB
3 - Bayesian Linear Regression With One Input/7 -Training Dog Food.vtt
17.97 KB
3 - Bayesian Linear Regression With One Input/8 -Prediction Dog Food.mp4
141.55 MB
3 - Bayesian Linear Regression With One Input/8 -Prediction Dog Food.vtt
34.16 KB
4 - Bayesian Linear Regression With Multiple Inputs/1 -Multivariate Bayesian Linear Regression (Fitting).mp4
34.29 MB
4 - Bayesian Linear Regression With Multiple Inputs/1 -Multivariate Bayesian Linear Regression (Fitting).vtt
8.34 KB
4 - Bayesian Linear Regression With Multiple Inputs/2 -Multivariate Bayesian Linear Regression (Predictions).mp4
22.55 MB
4 - Bayesian Linear Regression With Multiple Inputs/2 -Multivariate Bayesian Linear Regression (Predictions).vtt
5.55 KB
4 - Bayesian Linear Regression With Multiple Inputs/3 -Multivariate Fitting Dog Food.mp4
425.43 MB
4 - Bayesian Linear Regression With Multiple Inputs/3 -Multivariate Fitting Dog Food.vtt
17.94 KB
4 - Bayesian Linear Regression With Multiple Inputs/4 -Multivariate Predictions Dog Food.mp4
146.68 MB
4 - Bayesian Linear Regression With Multiple Inputs/4 -Multivariate Predictions Dog Food.vtt
14.89 KB
4 - Bayesian Linear Regression With Multiple Inputs/5 -Multivariate Predictions - ChatGPT Solution.mp4
36.12 MB
4 - Bayesian Linear Regression With Multiple Inputs/5 -Multivariate Predictions - ChatGPT Solution.vtt
9.42 KB
5 - Bayesian Linear Regression in Code/1 -Code Preparation.mp4
17.19 MB
5 - Bayesian Linear Regression in Code/1 -Code Preparation.vtt
4.8 KB
5 - Bayesian Linear Regression in Code/2 -Code.mp4
98.91 MB
5 - Bayesian Linear Regression in Code/2 -Code.vtt
12.37 KB
6 - Appendix & FAQ/1 -How to Succeed in this Course (Long Version).mp4
17.87 MB
6 - Appendix & FAQ/1 -How to Succeed in this Course (Long Version).vtt
12.79 KB
6 - Appendix & FAQ/2 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
77.9 MB
6 - Appendix & FAQ/2 -Machine Learning and AI Prerequisite Roadmap (pt 1).vtt
14.66 KB
6 - Appendix & FAQ/3 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
105.78 MB
6 - Appendix & FAQ/3 -Machine Learning and AI Prerequisite Roadmap (pt 2).vtt
20.67 KB
6 - Appendix & FAQ/4 -Where to Get the Code Troubleshooting.mp4
20.94 MB
6 - Appendix & FAQ/4 -Where to Get the Code Troubleshooting.vtt
4.24 KB
6 - Appendix & FAQ/5 -BONUS.mp4
40.43 MB
6 - Appendix & FAQ/5 -BONUS.vtt
7.05 KB