Filename Size ~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.mp4 6.1 MB ~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.mp4.jpg 214.3 KB ~Get Your Files Here !/01 - Introduction/01 - Prediction, causation, and statistical inference.srt 2.2 KB ~Get Your Files Here !/02 - 1. What Is a Casual Model/01 - Lady tasting tea.mp4 12.9 MB ~Get Your Files Here !/02 - 1. What Is a Casual Model/01 - Lady tasting tea.srt 7.4 KB ~Get Your Files Here !/02 - 1. What Is a Casual Model/02 - Why was it so difficult to establish causality.mp4 17.6 MB ~Get Your Files Here !/02 - 1. What Is a Casual Model/02 - Why was it so difficult to establish causality.srt 9 KB ~Get Your Files Here !/02 - 1. What Is a Casual Model/03 - Why causation matters in a business setting.mp4 3.3 MB ~Get Your Files Here !/02 - 1. What Is a Casual Model/03 - Why causation matters in a business setting.srt 2.1 KB ~Get Your Files Here !/02 - 1. What Is a Casual Model/04 - What is a causal model.mp4 6.1 MB ~Get Your Files Here !/02 - 1. What Is a Casual Model/04 - What is a causal model.srt 3.3 KB ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/01 - Skepticism about data Truman 1948 Election Poll.mp4 6.9 MB ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/01 - Skepticism about data Truman 1948 Election Poll.srt 4.4 KB ~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 10.5 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.srt 5.8 KB ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/03 - Skepticism about causes Is X really causing Y.mp4 8.5 MB ~Get Your Files Here !/03 - 2. Healthy Skepticism about Our Data and Our Results/03 - Skepticism about causes Is X really causing Y.srt 4.5 KB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/01 - What is a strong correlation.mp4 21.2 MB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/01 - What is a strong correlation.srt 10.2 KB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/02 - Pearson on correlation and causation.mp4 11.2 MB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/02 - Pearson on correlation and causation.srt 7.4 KB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/03 - Correlation and regression.mp4 12.5 MB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/03 - Correlation and regression.srt 7.5 KB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/04 - Challenge What is causing what.mp4 5.4 MB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/04 - Challenge What is causing what.srt 2.8 KB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/05 - Solution What is causing what.mp4 21.1 MB ~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/05 - Solution What is causing what.srt 11.7 KB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/01 - Using probability to measure uncertainty.mp4 22.2 MB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/01 - Using probability to measure uncertainty.srt 13 KB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/02 - p-value review.mp4 3.4 MB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/02 - p-value review.srt 2 KB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/03 - Hypothesis testing checklist.mp4 7.7 MB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/03 - Hypothesis testing checklist.srt 6.5 KB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/04 - Taleb on normality, mediocristan, and extremistan.mp4 12.9 MB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/04 - Taleb on normality, mediocristan, and extremistan.srt 3.7 KB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/05 - Challenge Evaluate significant finding.mp4 4.8 MB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/05 - Challenge Evaluate significant finding.srt 2.6 KB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/06 - Solution Evaluate significant finding.mp4 13 MB ~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/06 - Solution Evaluate significant finding.srt 9.9 KB ~Get Your Files Here !/06 - 5. Deduction and Induction/01 - What are induction and deduction.mp4 14.6 MB ~Get Your Files Here !/06 - 5. Deduction and Induction/01 - What are induction and deduction.srt 6.7 KB ~Get Your Files Here !/06 - 5. Deduction and Induction/02 - Hume on induction.mp4 11 MB ~Get Your Files Here !/06 - 5. Deduction and Induction/02 - Hume on induction.srt 5.8 KB ~Get Your Files Here !/06 - 5. Deduction and Induction/03 - Popper on induction and falsification.mp4 10.2 MB ~Get Your Files Here !/06 - 5. Deduction and Induction/03 - Popper on induction and falsification.srt 6.7 KB ~Get Your Files Here !/06 - 5. Deduction and Induction/04 - Taleb on induction.mp4 10.2 MB ~Get Your Files Here !/06 - 5. Deduction and Induction/04 - Taleb on induction.srt 6.5 KB ~Get Your Files Here !/06 - 5. Deduction and Induction/05 - Counterfactuals Pearl on induction and causality.mp4 5.1 MB ~Get Your Files Here !/06 - 5. Deduction and Induction/05 - Counterfactuals Pearl on induction and causality.srt 3.8 KB ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/01 - Data mining vs. data dredging.mp4 12.6 MB ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/01 - Data mining vs. data dredging.srt 8.5 KB ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/02 - TrainTest What can go wrong.mp4 10.1 MB ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/02 - TrainTest What can go wrong.srt 7.2 KB ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/03 - AB testing during the evaluation phase.mp4 6.1 MB ~Get Your Files Here !/07 - 6. Prediction and Proof in Data Mining/03 - AB testing during the evaluation phase.srt 4.2 KB ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/01 - The Two Cultures.mp4 12 MB ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/01 - The Two Cultures.srt 7.9 KB ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/02 - Explain vs. predict.mp4 12.3 MB ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/02 - Explain vs. predict.srt 7.4 KB ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/03 - Comparing CRISP-DM and the scientific method.mp4 11.2 MB ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/03 - Comparing CRISP-DM and the scientific method.srt 7.8 KB ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/04 - Applying the two methods at work.mp4 15.1 MB ~Get Your Files Here !/08 - 7. The Two Cultures Contrasting Statistics and Data Mining/04 - Applying the two methods at work.srt 6.7 KB ~Get Your Files Here !/09 - Conclusion/01 - Review.mp4 3.4 MB ~Get Your Files Here !/09 - Conclusion/01 - Review.srt 1.7 KB ~Get Your Files Here !/Bonus Resources.txt 386 B
