Udemy - Data science tools - Statistical Hypothesis Testing-1

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04/28/24 at 1:52am GMT+1
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2.3 GB in 98 files

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39d0ffbf465d9ad1938e86f66b1151d1fea237fb


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  • Udemy - Data science tools - Statistical Hypothesis Testing-1
  • icon ~Get Your Files Here !/1. Introduction/1. 1.1-Introduction to the course.mp4 21 MB
    icon ~Get Your Files Here !/1. Introduction/1. 1.1-Introduction to the course.srt 2.2 KB
    icon ~Get Your Files Here !/1. Introduction/1.1 1.4-Learning outcomes of the course.pdf 100.6 KB
    icon ~Get Your Files Here !/1. Introduction/2. 1.2-Insrtructor.mp4 20.4 MB
    icon ~Get Your Files Here !/1. Introduction/2. 1.2-Insrtructor.srt 2.1 KB
    icon ~Get Your Files Here !/1. Introduction/3. 1.3-what is statistical hypothesis testing.mp4 35.6 MB
    icon ~Get Your Files Here !/1. Introduction/3. 1.3-what is statistical hypothesis testing.srt 4.1 KB
    icon ~Get Your Files Here !/1. Introduction/4. 1.4-Learning outcomes of the course.html 38 B
    icon ~Get Your Files Here !/1. Introduction/4.1 1.4-Learning outcomes of the course.pdf 100.6 KB
    icon ~Get Your Files Here !/10. Bonus lecture/1. Bonus lecture.mp4 13.6 MB
    icon ~Get Your Files Here !/10. Bonus lecture/1. Bonus lecture.srt 1.7 KB
    icon ~Get Your Files Here !/10. Bonus lecture/2. Binomial distribution.mp4 71.2 MB
    icon ~Get Your Files Here !/10. Bonus lecture/2. Binomial distribution.srt 17.8 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/1. 2.1-defination of statistical hypothesis.mp4 7.3 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/1. 2.1-defination of statistical hypothesis.srt 1.1 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/1.1 notes-sec-2-defination and basic terminologies.pdf 758 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/10. 2.10-conditions for hypothesis test.mp4 21.1 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/10. 2.10-conditions for hypothesis test.srt 3.7 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/11. Sec2.html 140 B
    icon ~Get Your Files Here !/2. Definition and basic terminologies/2. 2.2-Steps of hypothesis testing null hypothesis and alternative hypothesis.mp4 41.6 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/2. 2.2-Steps of hypothesis testing null hypothesis and alternative hypothesis.srt 5.7 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/3. 2.3-Continue-Steps of hypothesis testing-more-steps.mp4 46 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/3. 2.3-Continue-Steps of hypothesis testing-more-steps.srt 5.6 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/4. 2.4-Criteria of a hypothesis-test-type-I and type-II errors.mp4 68.8 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/4. 2.4-Criteria of a hypothesis-test-type-I and type-II errors.srt 6.3 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/5. 2.5-Example-type-I and type-II errors.mp4 63.2 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/5. 2.5-Example-type-I and type-II errors.srt 6.4 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/6. 2.6-Statistical significant.mp4 8 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/6. 2.6-Statistical significant.srt 1.4 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/7. 2.7-Understanding p-value.mp4 87.9 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/7. 2.7-Understanding p-value.srt 10.4 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/8. 2.8-p-value example.mp4 14.3 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/8. 2.8-p-value example.srt 1.9 KB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/9. 2.9-type of statistical tests.mp4 11.2 MB
    icon ~Get Your Files Here !/2. Definition and basic terminologies/9. 2.9-type of statistical tests.srt 1.9 KB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/1. 3.0-Normal distribution.mp4 67.1 MB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/1. 3.0-Normal distribution.srt 9.3 KB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/1.1 sec-3.0-normal distribution.pdf 1.1 MB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/2. 3.1-introduction-z-normal-test-.mp4 70.1 MB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/2. 3.1-introduction-z-normal-test-.srt 8.5 KB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/2.1 sec-3-z-test-onesample-mean.pdf 899.4 KB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/3. 3.2-One Sample z-Test for the Population Mean-basics.mp4 47.7 MB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/3. 3.2-One Sample z-Test for the Population Mean-basics.srt 7.8 KB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/4. 3.3-One Sample z-Test-Population Mean-TwoTailedexample-1.mp4 156.4 MB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/4. 3.3-One Sample z-Test-Population Mean-TwoTailedexample-1.srt 18.9 KB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/5. 3.4-One Sample z-Test-Population Mean--OneTailed-example-2.mp4 92.3 MB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/5. 3.4-One Sample z-Test-Population Mean--OneTailed-example-2.srt 12.7 KB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/6. 3.5-One Sample z-Test-Population Mean-More-examples.mp4 47.7 MB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/6. 3.5-One Sample z-Test-Population Mean-More-examples.srt 5.2 KB
    icon ~Get Your Files Here !/3. z-test or normal test for one sample mean/7. Assignment-practice-z-test-one-sample-mean.html 144 B
    icon ~Get Your Files Here !/4. One Sample z-test for sample proportion/1. 4.1-One Sample z-test-proportion-TwoTailed-example1.mp4 49.4 MB
    icon ~Get Your Files Here !/4. One Sample z-test for sample proportion/1. 4.1-One Sample z-test-proportion-TwoTailed-example1.srt 10.1 KB
    icon ~Get Your Files Here !/4. One Sample z-test for sample proportion/1.1 sec4-notes-z-test_-one-sample-proportion.pdf 412.7 KB
    icon ~Get Your Files Here !/4. One Sample z-test for sample proportion/2. 4.2-p-value-z-test-proportion-TwoTailed-example1-continue.mp4 20.2 MB
    icon ~Get Your Files Here !/4. One Sample z-test for sample proportion/2. 4.2-p-value-z-test-proportion-TwoTailed-example1-continue.srt 3.8 KB
    icon ~Get Your Files Here !/4. One Sample z-test for sample proportion/3. 4.3-One Sample z-test-proportion-more-examples.mp4 20.9 MB
    icon ~Get Your Files Here !/4. One Sample z-test for sample proportion/3. 4.3-One Sample z-test-proportion-more-examples.srt 2.2 KB
    icon ~Get Your Files Here !/5. z-test for two samples mean and proportion/1. 5.1-z-test-two-samples-mean-two-tailed.mp4 63.6 MB
    icon ~Get Your Files Here !/5. z-test for two samples mean and proportion/1. 5.1-z-test-two-samples-mean-two-tailed.srt 9.3 KB
    icon ~Get Your Files Here !/5. z-test for two samples mean and proportion/1.1 sec5-notes-z-test-two-samples-mean-proportion.pdf 440.5 KB
    icon ~Get Your Files Here !/5. z-test for two samples mean and proportion/2. 5.2-z-test-two-samples-proportion-two-tailed.mp4 75.9 MB
    icon ~Get Your Files Here !/5. z-test for two samples mean and proportion/2. 5.2-z-test-two-samples-proportion-two-tailed.srt 11.4 KB
    icon ~Get Your Files Here !/5. z-test for two samples mean and proportion/3. Assignment-sec5-z-test-two-sample-mean and proportion.html 144 B
    icon ~Get Your Files Here !/6. t-test-one-sample-mean/1. 6.1-t-test-basics-conditions.mp4 54.9 MB
    icon ~Get Your Files Here !/6. t-test-one-sample-mean/1. 6.1-t-test-basics-conditions.srt 7.5 KB
    icon ~Get Your Files Here !/6. t-test-one-sample-mean/1.1 notes-sec6 . t-test_Statistical Hypothesis-one-sample.pdf 1.5 MB
    icon ~Get Your Files Here !/6. t-test-one-sample-mean/2. 6.2-t-test-one-sample-mean-two-tailed.mp4 71.5 MB
    icon ~Get Your Files Here !/6. t-test-one-sample-mean/2. 6.2-t-test-one-sample-mean-two-tailed.srt 10.8 KB
    icon ~Get Your Files Here !/6. t-test-one-sample-mean/3. 6.3-continue-t-test-one-sample-mean-two-tailed-p-value.mp4 44 MB
    icon ~Get Your Files Here !/6. t-test-one-sample-mean/3. 6.3-continue-t-test-one-sample-mean-two-tailed-p-value.srt 6.5 KB
    icon ~Get Your Files Here !/6. t-test-one-sample-mean/4. 6.4-t-test-one-sample-mean-one-tailed.mp4 84.6 MB
    icon ~Get Your Files Here !/6. t-test-one-sample-mean/4. 6.4-t-test-one-sample-mean-one-tailed.srt 13.3 KB
    icon ~Get Your Files Here !/7. t-test for two samples means/1. (7.1) t-test-two-samples-independent-basics.mp4 43.1 MB
    icon ~Get Your Files Here !/7. t-test for two samples means/1. (7.1) t-test-two-samples-independent-basics.srt 6.2 KB
    icon ~Get Your Files Here !/7. t-test for two samples means/1.1 notes-sec-7-t-test-two-samples.pdf 1.4 MB
    icon ~Get Your Files Here !/7. t-test for two samples means/2. 7.2-t-test-two-samples-independent-example.mp4 124.1 MB
    icon ~Get Your Files Here !/7. t-test for two samples means/2. 7.2-t-test-two-samples-independent-example.srt 11.9 KB
    icon ~Get Your Files Here !/7. t-test for two samples means/3. 7.3-t-test-two-samples-paired-basics.mp4 42.2 MB
    icon ~Get Your Files Here !/7. t-test for two samples means/3. 7.3-t-test-two-samples-paired-basics.srt 7.1 KB
    icon ~Get Your Files Here !/7. t-test for two samples means/4. 7.4-t-test-two-samples-paired-example.mp4 61.9 MB
    icon ~Get Your Files Here !/7. t-test for two samples means/4. 7.4-t-test-two-samples-paired-example.srt 9.9 KB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/1. 8.1-chi-square-test-basics.mp4 50.5 MB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/1. 8.1-chi-square-test-basics.srt 6 KB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/1.1 notes-sec8-chi_square_test.pdf 843 KB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/2. 8.2-chi-square-goodness-of-fit-example-1.mp4 136.3 MB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/2. 8.2-chi-square-goodness-of-fit-example-1.srt 18.1 KB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/3. 8.3-chi-square-goodness-of-fit-more-examples.mp4 55.3 MB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/3. 8.3-chi-square-goodness-of-fit-more-examples.srt 7.9 KB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/4. 8.4-chi-square-test-of-independence-example-1.mp4 104.7 MB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/4. 8.4-chi-square-test-of-independence-example-1.srt 17.9 KB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/5. 8.5-chi-square-test-of-independence-example-2.mp4 69.9 MB
    icon ~Get Your Files Here !/8. Chi-square test of goodness-of-fit and independence/5. 8.5-chi-square-test-of-independence-example-2.srt 9.3 KB
    icon ~Get Your Files Here !/9. Analysis of variance (ANOVA)/1. 9.1-introduction-ANOVA-basics.mp4 58.9 MB
    icon ~Get Your Files Here !/9. Analysis of variance (ANOVA)/1. 9.1-introduction-ANOVA-basics.srt 8 KB
    icon ~Get Your Files Here !/9. Analysis of variance (ANOVA)/1.1 notes-sec9- ANOVA-test.pdf 644.6 KB
    icon ~Get Your Files Here !/9. Analysis of variance (ANOVA)/2. 9.2-ANOVA-oneway-example-1.mp4 107.6 MB
    icon ~Get Your Files Here !/9. Analysis of variance (ANOVA)/2. 9.2-ANOVA-oneway-example-1.srt 20.5 KB
    icon ~Get Your Files Here !/9. Analysis of variance (ANOVA)/3. 9.3-ANOVA-oneway-more-examples.mp4 18.7 MB

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