~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/01 - Using probability to measure uncertainty.mp4 23.3 MB
~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/01 - What is a strong correlation.mp4 22.3 MB
~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/05 - Solution What is causing what.mp4 22.2 MB
~Get Your Files Here !/02 - 1. What Is a Casual Model/02 - Why was it so difficult to establish causality.mp4 18.5 MB
~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/04 - Applying the two methods at work.mp4 15.8 MB
~Get Your Files Here !/06 - 5. Deduction and Induction/01 - What are induction and deduction.mp4 15.3 MB
~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/06 - Solution Evaluate significant finding.mp4 13.7 MB
~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/04 - Taleb on normality, mediocristan, and extremistan.mp4 13.6 MB
~Get Your Files Here !/02 - 1. What Is a Casual Model/01 - Lady tasting tea.mp4 13.5 MB
~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/01 - Data mining vs. data dredging.mp4 13.2 MB
~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/03 - Correlation and regression.mp4 13.1 MB
~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/02 - Explain vs. predict.mp4 12.9 MB
~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/01 - The Two Cultures.mp4 12.6 MB
~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/03 - Comparing CRISP-DM and the scientific method.mp4 11.8 MB
~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/02 - Pearson on correlation and causation.mp4 11.7 MB
~Get Your Files Here !/06 - 5. Deduction and Induction/02 - Hume on induction.mp4 11.5 MB
~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/02 - Skepticism about results Is that really the best predictor.mp4 11.0 MB
~Get Your Files Here !/06 - 5. Deduction and Induction/03 - Popper on induction and falsification.mp4 10.7 MB
~Get Your Files Here !/06 - 5. Deduction and Induction/04 - Taleb on induction.mp4 10.7 MB
~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/02 - TrainTest What can go wrong.mp4 10.6 MB
~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/03 - Skepticism about causes Is X really causing Y.mp4 8.9 MB
~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/03 - Hypothesis testing checklist.mp4 8.1 MB
~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/01 - Skepticism about data Truman 1948 Election Poll.mp4 7.2 MB
~Get Your Files Here !/02 - 1. What Is a Casual Model/04 - What is a causal model.mp4 6.4 MB
~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.mp4 6.4 MB
~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/03 - AB testing during the evaluation phase.mp4 6.4 MB
~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/04 - Challenge What is causing what.mp4 5.6 MB
~Get Your Files Here !/06 - 5. Deduction and Induction/05 - Counterfactuals Pearl on induction and causality.mp4 5.3 MB
~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/05 - Challenge Evaluate significant finding.mp4 5.0 MB
~Get Your Files Here !/09 - Conclusion/01 - Review.mp4 3.6 MB
~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/02 - p-value review.mp4 3.6 MB
~Get Your Files Here !/02 - 1. What Is a Casual Model/03 - Why causation matters in a business setting.mp4 3.5 MB
~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.mp4.jpg 219.5 kB
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~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/05 - Solution What is causing what.srt 12.0 kB
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~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/01 - Data mining vs. data dredging.srt 8.7 kB
~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/01 - The Two Cultures.srt 8.1 kB
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~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/04 - Applying the two methods at work.srt 6.8 kB
~Get Your Files Here !/06 - 5. Deduction and Induction/01 - What are induction and deduction.srt 6.8 kB
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~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/01 - Skepticism about data Truman 1948 Election Poll.srt 4.5 kB
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~Get Your Files Here !/06 - 5. Deduction and Induction/05 - Counterfactuals Pearl on induction and causality.srt 3.9 kB
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~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/05 - Challenge Evaluate significant finding.srt 2.6 kB
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~Get Your Files Here !/Bonus Resources.txt 386 Bytes