Udemy - Data science tools - Statistical Hypothesis Testing-1

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1. Introduction
• 1. 1.1-Introduction to the course.mp4 (21.0 MB)
• 1. 1.1-Introduction to the course.srt (2.2 KB)
• 1.1 1.4-Learning outcomes of the course.pdf (100.6 KB)
• 2. 1.2-Insrtructor.mp4 (20.4 MB)
• 2. 1.2-Insrtructor.srt (2.1 KB)
• 3. 1.3-what is statistical hypothesis testing.mp4 (35.6 MB)
• 3. 1.3-what is statistical hypothesis testing.srt (4.1 KB)
• 4. 1.4-Learning outcomes of the course.html (0.0 KB)
• 4.1 1.4-Learning outcomes of the course.pdf (100.6 KB)
10. Bonus lecture
• 1. Bonus lecture.mp4 (13.6 MB)
• 1. Bonus lecture.srt (1.7 KB)
• 2. Binomial distribution.mp4 (71.2 MB)
• 2. Binomial distribution.srt (17.8 KB)
2. Definition and basic terminologies
• 1. 2.1-defination of statistical hypothesis.mp4 (7.3 MB)
• 1. 2.1-defination of statistical hypothesis.srt (1.1 KB)
• 1.1 notes-sec-2-defination and basic terminologies.pdf (758.0 KB)
• 10. 2.10-conditions for hypothesis test.mp4 (21.1 MB)
• 10. 2.10-conditions for hypothesis test.srt (3.7 KB)
• 11. Sec2.html (0.1 KB)
• 2. 2.2-Steps of hypothesis testing null hypothesis and alternative hypothesis.mp4 (41.6 MB)
• 2. 2.2-Steps of hypothesis testing null hypothesis and alternative hypothesis.srt (5.7 KB)
• 3. 2.3-Continue-Steps of hypothesis testing-more-steps.mp4 (46.0 MB)
• 3. 2.3-Continue-Steps of hypothesis testing-more-steps.srt (5.6 KB)
• 4. 2.4-Criteria of a hypothesis-test-type-I and type-II errors.mp4 (68.8 MB)
• 4. 2.4-Criteria of a hypothesis-test-type-I and type-II errors.srt (6.3 KB)
• 5. 2.5-Example-type-I and type-II errors.mp4 (63.2 MB)
• 5. 2.5-Example-type-I and type-II errors.srt (6.4 KB)
• 6. 2.6-Statistical significant.mp4 (8.0 MB)
• 6. 2.6-Statistical significant.srt (1.4 KB)
• 7. 2.7-Understanding p-value.mp4 (87.9 MB)
• 7. 2.7-Understanding p-value.srt (10.4 KB)
• 8. 2.8-p-value example.mp4 (14.3 MB)
• 8. 2.8-p-value example.srt (1.9 KB)
• 9. 2.9-type of statistical tests.mp4 (11.2 MB)
• 9. 2.9-type of statistical tests.srt (1.9 KB)
3. z-test or normal test for one sample mean
• 1. 3.0-Normal distribution.mp4 (67.1 MB)
• 1. 3.0-Normal distribution.srt (9.3 KB)
• 1.1 sec-3.0-normal distribution.pdf (1.1 MB)
• 2. 3.1-introduction-z-normal-test-.mp4 (70.1 MB)
• 2. 3.1-introduction-z-normal-test-.srt (8.5 KB)
• 2.1 sec-3-z-test-onesample-mean.pdf (899.4 KB)
• 3. 3.2-One Sample z-Test for the Population Mean-basics.mp4 (47.7 MB)
• 3. 3.2-One Sample z-Test for the Population Mean-basics.srt (7.8 KB)
• 4. 3.3-One Sample z-Test-Population Mean-TwoTailedexample-1.mp4 (156.4 MB)
• 4. 3.3-One Sample z-Test-Population Mean-TwoTailedexample-1.srt (18.9 KB)
• 5. 3.4-One Sample z-Test-Population Mean--OneTailed-example-2.mp4 (92.3 MB)
• 5. 3.4-One Sample z-Test-Population Mean--OneTailed-example-2.srt (12.7 KB)
• 6. 3.5-One Sample z-Test-Population Mean-More-examples.mp4 (47.7 MB)
• 6. 3.5-One Sample z-Test-Population Mean-More-examples.srt (5.2 KB)
• 7. Assignment-practice-z-test-one-sample-mean.html (0.1 KB)
4. One Sample z-test for sample proportion
• 1. 4.1-One Sample z-test-proportion-TwoTailed-example1.mp4 (49.4 MB)
• 1. 4.1-One Sample z-test-proportion-TwoTailed-example1.srt (10.1 KB)
• 1.1 sec4-notes-z-test_-one-sample-proportion.pdf (412.7 KB)
• 2. 4.2-p-value-z-test-proportion-TwoTailed-example1-continue.mp4 (20.2 MB)
• 2. 4.2-p-value-z-test-proportion-TwoTailed-example1-continue.srt (3.8 KB)
• 3. 4.3-One Sample z-test-proportion-more-examples.mp4 (20.9 MB)
• 3. 4.3-One Sample z-test-proportion-more-examples.srt (2.2 KB)
5. z-test for two samples mean and proportion
• 1. 5.1-z-test-two-samples-mean-two-tailed.mp4 (63.6 MB)
• 1. 5.1-z-test-two-samples-mean-two-tailed.srt (9.3 KB)
• 1.1 sec5-notes-z-test-two-samples-mean-proportion.pdf (440.5 KB)
• 2. 5.2-z-test-two-samples-proportion-two-tailed.mp4 (75.9 MB)
• 2. 5.2-z-test-two-samples-proportion-two-tailed.srt (11.4 KB)
• 3. Assignment-sec5-z-test-two-sample-mean and proportion.html (0.1 KB)
6. t-test-one-sample-mean
• 1. 6.1-t-test-basics-conditions.mp4 (54.9 MB)
• 1. 6.1-t-test-basics-conditions.srt (7.5 KB)
• 1.1 notes-sec6 . t-test_Statistical Hypothesis-one-sample.pdf (1.5 MB)
• 2. 6.2-t-test-one-sample-mean-two-tailed.mp4 (71.5 MB)
• 2. 6.2-t-test-one-sample-mean-two-tailed.srt (10.8 KB)
• 3. 6.3-continue-t-test-one-sample-mean-two-tailed-p-value.mp4 (44.0 MB)
• 3. 6.3-continue-t-test-one-sample-mean-two-tailed-p-value.srt (6.5 KB)
• 4. 6.4-t-test-one-sample-mean-one-tailed.mp4 (84.6 MB)
• 4. 6.4-t-test-one-sample-mean-one-tailed.srt (13.3 KB)
7. t-test for two samples means
• 1. (7.1) t-test-two-samples-independent-basics.mp4 (43.1 MB)
• 1. (7.1) t-test-two-samples-independent-basics.srt (6.2 KB)
• 1.1 notes-sec-7-t-test-two-samples.pdf (1.4 MB)
• 2. 7.2-t-test-two-samples-independent-example.mp4 (124.1 MB)
• 2. 7.2-t-test-two-samples-independent-example.srt (11.9 KB)
• 3. 7.3-t-test-two-samples-paired-basics.mp4 (42.2 MB)
• 3. 7.3-t-test-two-samples-paired-basics.srt (7.1 KB)
• 4. 7.4-t-test-two-samples-paired-example.mp4 (61.9 MB)
• 4. 7.4-t-test-two-samples-paired-example.srt (9.9 KB)
8. Chi-square test of goodness-of-fit and independence
• 1. 8.1-chi-square-test-basics.mp4 (50.5 MB)
• 1. 8.1-chi-square-test-basics.srt (6.0 KB)
• 1.1 notes-sec8-chi_square_test.pdf (843.0 KB)
• 2. 8.2-chi-square-goodness-of-fit-example-1.mp4 (136.3 MB)
• 2. 8.2-chi-square-goodness-of-fit-example-1.srt (18.1 KB)
• 3. 8.3-chi-square-goodness-of-fit-more-examples.mp4 (55.3 MB)
• 3. 8.3-chi-square-goodness-of-fit-more-examples.srt (7.9 KB)
• 4. 8.4-chi-square-test-of-independence-example-1.mp4 (104.7 MB)
• 4. 8.4-chi-square-test-of-independence-example-1.srt (17.9 KB)