Torrent Contents Size: 341.7 MB
Linkedin - Machine Learning and AI Foundations - Prediction, Causation, and Statistical Inference
▼ show more 52 files
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01 - Data mining vs. data dredging.mp4
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MP4
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12.6 MB
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01 - Data mining vs. data dredging.srt
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8.5 KB
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01 - Lady tasting tea.mp4
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12.9 MB
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01 - Lady tasting tea.srt
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7.4 KB
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01 - Prediction, causation, and statistical inference.mp4
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6.1 MB
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01 - Prediction, causation, and statistical inference.mp4.jpg
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JPG
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214.3 KB
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01 - Prediction, causation, and statistical inference.srt
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2.2 KB
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01 - Review.mp4
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3.4 MB
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01 - Review.srt
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1.7 KB
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01 - Skepticism about data Truman 1948 Election Poll.mp4
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6.9 MB
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01 - Skepticism about data Truman 1948 Election Poll.srt
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4.4 KB
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01 - The Two Cultures.mp4
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12 MB
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01 - The Two Cultures.srt
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7.9 KB
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01 - Using probability to measure uncertainty.mp4
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22.2 MB
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01 - Using probability to measure uncertainty.srt
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13 KB
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01 - What are induction and deduction.mp4
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14.6 MB
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01 - What are induction and deduction.srt
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6.7 KB
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01 - What is a strong correlation.mp4
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21.2 MB
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01 - What is a strong correlation.srt
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10.2 KB
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02 - Explain vs. predict.mp4
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12.3 MB
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02 - Explain vs. predict.srt
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7.4 KB
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02 - Hume on induction.mp4
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11 MB
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02 - Hume on induction.srt
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02 - Pearson on correlation and causation.mp4
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11.2 MB
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02 - Pearson on correlation and causation.srt
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7.4 KB
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02 - Skepticism about results Is that really the best predictor.mp4
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10.5 MB
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02 - Skepticism about results Is that really the best predictor.srt
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5.8 KB
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02 - TrainTest What can go wrong.mp4
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10.1 MB
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02 - TrainTest What can go wrong.srt
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7.2 KB
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02 - Why was it so difficult to establish causality.mp4
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17.6 MB
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02 - Why was it so difficult to establish causality.srt
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9 KB
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02 - p-value review.mp4
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3.4 MB
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02 - p-value review.srt
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2 KB
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03 - AB testing during the evaluation phase.mp4
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6.1 MB
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03 - AB testing during the evaluation phase.srt
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03 - Comparing CRISP-DM and the scientific method.mp4
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11.2 MB
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03 - Comparing CRISP-DM and the scientific method.srt
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03 - Correlation and regression.mp4
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12.5 MB
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03 - Correlation and regression.srt
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03 - Hypothesis testing checklist.mp4
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7.7 MB
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03 - Hypothesis testing checklist.srt
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03 - Popper on induction and falsification.mp4
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10.2 MB
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03 - Popper on induction and falsification.srt
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03 - Skepticism about causes Is X really causing Y.mp4
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03 - Skepticism about causes Is X really causing Y.srt
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03 - Why causation matters in a business setting.mp4
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3.3 MB
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03 - Why causation matters in a business setting.srt
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04 - Applying the two methods at work.mp4
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15.1 MB
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04 - Applying the two methods at work.srt
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04 - Challenge What is causing what.mp4
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5.4 MB
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04 - Challenge What is causing what.srt
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04 - Taleb on induction.mp4
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10.2 MB
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04 - Taleb on induction.srt
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04 - Taleb on normality, mediocristan, and extremistan.mp4
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12.9 MB
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04 - Taleb on normality, mediocristan, and extremistan.srt
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04 - What is a causal model.mp4
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6.1 MB
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04 - What is a causal model.srt
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05 - Challenge Evaluate significant finding.mp4
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05 - Challenge Evaluate significant finding.srt
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05 - Counterfactuals Pearl on induction and causality.mp4
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5.1 MB
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05 - Counterfactuals Pearl on induction and causality.srt
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05 - Solution What is causing what.mp4
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21.1 MB
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05 - Solution What is causing what.srt
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06 - Solution Evaluate significant finding.mp4
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13 MB
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06 - Solution Evaluate significant finding.srt
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9.9 KB
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Bonus Resources.txt
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TXT
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409.6 B
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Get Bonus Downloads Here.url
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URL
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204.8 B
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