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[ TutSala.com ] Linkedin - Machine Learning and AI Foundations - Prediction, Causation, and Statistical Inference

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177 B
~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 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
13 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
18 MB
~Get Your Files Here !/02 - 1. What Is a Casual Model/02 - Why was it so difficult to establish causality.srt
9.0 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 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 MB
~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/01 - What is a strong correlation.srt
10 kB
~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/02 - Pearson on correlation and causation.mp4
11 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 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 MB
~Get Your Files Here !/04 - 3. Correlation Does Not Imply Causation/05 - Solution What is causing what.srt
12 kB
~Get Your Files Here !/05 - 4. Prediction and Proof in Statistics/01 - Using probability to measure uncertainty.mp4
22 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
2.0 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
13 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
15 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 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 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
13 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 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 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 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 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