TutSala com Linkedin Machine Learning and AI Foundations Prediction Causation and Statistical Inference

TutSala com Linkedin Machine Learning and AI Foundations Prediction Causation and Statistical Inference

Name	[ TutSala.com ] Linkedin - Machine Learning and AI Foundations - Prediction, Causation, and Statistical Inference	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	358.3 MB
Total Files	67
Last Seen	2025-04-03 23:40
Hash	4ACD77981B83B25EA7F77E050553403088AFE1BA

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
01 - Prediction, causation, and statistical inference.mp4	6.4 MB
01 - Prediction, causation, and statistical inference.mp4.jpg	219.5 KB
01 - Prediction, causation, and statistical inference.srt	2.3 KB
/.../02 - 1. What Is a Casual Model/
01 - Lady tasting tea.mp4	13.5 MB
01 - Lady tasting tea.srt	7.6 KB
02 - Why was it so difficult to establish causality.mp4	18.5 MB
02 - Why was it so difficult to establish causality.srt	9.2 KB
03 - Why causation matters in a business setting.mp4	3.5 MB
03 - Why causation matters in a business setting.srt	2.2 KB
04 - What is a causal model.mp4	6.4 MB
04 - What is a causal model.srt	3.4 KB
/.../03 - 2. Healthy Skepticism about Our Data and Our Results/
01 - Skepticism about data Truman 1948 Election Poll.mp4	7.2 MB
01 - Skepticism about data Truman 1948 Election Poll.srt	4.5 KB
02 - Skepticism about results Is that really the best predictor.mp4	11.0 MB
02 - Skepticism about results Is that really the best predictor.srt	6.0 KB
03 - Skepticism about causes Is X really causing Y.mp4	8.9 MB
03 - Skepticism about causes Is X really causing Y.srt	4.7 KB
/.../04 - 3. Correlation Does Not Imply Causation/
01 - What is a strong correlation.mp4	22.3 MB
01 - What is a strong correlation.srt	10.5 KB
02 - Pearson on correlation and causation.mp4	11.7 MB
02 - Pearson on correlation and causation.srt	7.6 KB
03 - Correlation and regression.mp4	13.1 MB
03 - Correlation and regression.srt	7.7 KB
04 - Challenge What is causing what.mp4	5.6 MB
04 - Challenge What is causing what.srt	2.9 KB
05 - Solution What is causing what.mp4	22.2 MB
05 - Solution What is causing what.srt	12.0 KB
/.../05 - 4. Prediction and Proof in Statistics/
01 - Using probability to measure uncertainty.mp4	23.3 MB
01 - Using probability to measure uncertainty.srt	13.3 KB
02 - p-value review.mp4	3.6 MB
02 - p-value review.srt	2.0 KB
03 - Hypothesis testing checklist.mp4	8.1 MB
03 - Hypothesis testing checklist.srt	6.7 KB
04 - Taleb on normality, mediocristan, and extremistan.mp4	13.6 MB
04 - Taleb on normality, mediocristan, and extremistan.srt	3.7 KB
05 - Challenge Evaluate significant finding.mp4	5.0 MB
05 - Challenge Evaluate significant finding.srt	2.6 KB
06 - Solution Evaluate significant finding.mp4	13.7 MB
06 - Solution Evaluate significant finding.srt	10.2 KB
/.../06 - 5. Deduction and Induction/
01 - What are induction and deduction.mp4	15.3 MB
01 - What are induction and deduction.srt	6.8 KB
02 - Hume on induction.mp4	11.5 MB
02 - Hume on induction.srt	5.9 KB
03 - Popper on induction and falsification.mp4	10.7 MB
03 - Popper on induction and falsification.srt	6.8 KB
04 - Taleb on induction.mp4	10.7 MB
04 - Taleb on induction.srt	6.6 KB
05 - Counterfactuals Pearl on induction and causality.mp4	5.3 MB
05 - Counterfactuals Pearl on induction and causality.srt	3.9 KB
/.../07 - 6. Prediction and Proof in Data Mining/
01 - Data mining vs. data dredging.mp4	13.2 MB
01 - Data mining vs. data dredging.srt	8.7 KB
02 - TrainTest What can go wrong.mp4	10.6 MB
02 - TrainTest What can go wrong.srt	7.4 KB
03 - AB testing during the evaluation phase.mp4	6.4 MB
03 - AB testing during the evaluation phase.srt	4.3 KB
/.../08 - 7. The Two Cultures Contrasting Statistics and Data Mining/
01 - The Two Cultures.mp4	12.6 MB
01 - The Two Cultures.srt	8.1 KB
02 - Explain vs. predict.mp4	12.9 MB
02 - Explain vs. predict.srt	7.6 KB
03 - Comparing CRISP-DM and the scientific method.mp4	11.8 MB
03 - Comparing CRISP-DM and the scientific method.srt	8.0 KB
04 - Applying the two methods at work.mp4	15.8 MB
04 - Applying the two methods at work.srt	6.8 KB
/09 - Conclusion/
01 - Review.mp4	3.6 MB
01 - Review.srt	1.7 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 67