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TORRENT DETAILS
Udemy - Data Science Tools - Basic Of Statistics
TORRENT SUMMARY
Status:
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Students will be able to analyze, explain and interpret the data
They will understand the relationship and dependency between the data and how to make the prediction
Students will understand different method of data analyses such as measure of central tendency (mean, median, mode), measure of dispersion (variance, standar
Students will have basic understanding of probability and Bayes theorem
They will come to know about rates, ratio, odd ration and screening test
Requirements
No requirement is needed. students or anyone who are interested about data analyis can take the course
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction Data and Statistics/1. Introduction.mp4
8 MB
~Get Your Files Here !/1. Introduction Data and Statistics/1. Introduction.srt
1.1 KB
~Get Your Files Here !/1. Introduction Data and Statistics/2. Instructor.mp4
21.1 MB
~Get Your Files Here !/1. Introduction Data and Statistics/2. Instructor.srt
2 KB
~Get Your Files Here !/1. Introduction Data and Statistics/3. What is Statistics.mp4
30.3 MB
~Get Your Files Here !/1. Introduction Data and Statistics/3. What is Statistics.srt
5.8 KB
~Get Your Files Here !/1. Introduction Data and Statistics/3.1 1.3_what is statistics.pdf
417.5 KB
~Get Your Files Here !/1. Introduction Data and Statistics/4. Data.mp4
108.6 MB
~Get Your Files Here !/1. Introduction Data and Statistics/4. Data.srt
18.6 KB
~Get Your Files Here !/1. Introduction Data and Statistics/4.1 1.4_about data.pdf
732.6 KB
~Get Your Files Here !/10. Screening_test_confusion_matrix/1. Screening_test_confusion_matrix_1.mp4
126.2 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/1. Screening_test_confusion_matrix_1.srt
18.8 KB
~Get Your Files Here !/10. Screening_test_confusion_matrix/2. Screening_test_confusion_matrix_2_details.mp4
113.1 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/2. Screening_test_confusion_matrix_2_details.srt
17.1 KB
~Get Your Files Here !/10. Screening_test_confusion_matrix/3. Screening_test-example.mp4
147.6 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/3. Screening_test-example.srt
29.3 KB
~Get Your Files Here !/10. Screening_test_confusion_matrix/4. Screening_test-bayes-theorem.mp4
79.9 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/4. Screening_test-bayes-theorem.srt
11.4 KB
~Get Your Files Here !/2. Summary measures Central Tendency/1. Mean.mp4
49.1 MB
~Get Your Files Here !/2. Summary measures Central Tendency/1. Mean.srt
10.2 KB
~Get Your Files Here !/2. Summary measures Central Tendency/2. Median.mp4
108.3 MB
~Get Your Files Here !/2. Summary measures Central Tendency/2. Median.srt
19.4 KB
~Get Your Files Here !/2. Summary measures Central Tendency/3. Mode.mp4
82.2 MB
~Get Your Files Here !/2. Summary measures Central Tendency/3. Mode.srt
16.6 KB
~Get Your Files Here !/2. Summary measures Central Tendency/3.1 2.4_Summary Measures-Central tendency .pdf
156.9 KB
~Get Your Files Here !/2. Summary measures Central Tendency/3.2 2.5_problems.pdf
52 KB
~Get Your Files Here !/3. Summary measuresMeasures of Dispersion/1. Measures of Dispersion_variance_sd.mp4
123.1 MB
~Get Your Files Here !/3. Summary measuresMeasures of Dispersion/1. Measures of Dispersion_variance_sd.srt
25.6 KB
~Get Your Files Here !/3. Summary measuresMeasures of Dispersion/2. Coefficient_variation_CV.mp4
60 MB
~Get Your Files Here !/3. Summary measuresMeasures of Dispersion/2. Coefficient_variation_CV.srt
10.8 KB
~Get Your Files Here !/3. Summary measuresMeasures of Dispersion/2.1 3.3_Summary Measure- Measure of Dispersion.pdf
740.2 KB
~Get Your Files Here !/3. Summary measuresMeasures of Dispersion/2.2 3.4_Problem_measure of dispersion.pdf
56.3 KB
~Get Your Files Here !/4. Shape of data Measures of Skewness/1. Quartiles_quartile deviation.mp4
63.6 MB
~Get Your Files Here !/4. Shape of data Measures of Skewness/1. Quartiles_quartile deviation.srt
16.1 KB
~Get Your Files Here !/4. Shape of data Measures of Skewness/2. Box plot.mp4
33.6 MB
~Get Your Files Here !/4. Shape of data Measures of Skewness/2. Box plot.srt
11.5 KB
~Get Your Files Here !/4. Shape of data Measures of Skewness/3. Skewness_shape of the data.mp4
97.1 MB
~Get Your Files Here !/4. Shape of data Measures of Skewness/3. Skewness_shape of the data.srt
18.1 KB
~Get Your Files Here !/4. Shape of data Measures of Skewness/4. Coefficient of Skewness.mp4
55.7 MB
~Get Your Files Here !/4. Shape of data Measures of Skewness/4. Coefficient of Skewness.srt
12.4 KB
~Get Your Files Here !/4. Shape of data Measures of Skewness/4.1 4.5_skewness_Shape of the data.pdf
1005.1 KB
~Get Your Files Here !/5. Correlation and Regresson analysis/1. correlation-coefficient.mp4
143 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/1. correlation-coefficient.srt
26.3 KB
~Get Your Files Here !/5. Correlation and Regresson analysis/1.1 5.5_notes_Correlation Analysis.pdf
1.1 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/2. correlation-Scatter-diagram.mp4
78.4 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/2. correlation-Scatter-diagram.srt
22.1 KB
~Get Your Files Here !/5. Correlation and Regresson analysis/3. Regression-analysis.mp4
67.4 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/3. Regression-analysis.srt
9.8 KB
~Get Your Files Here !/5. Correlation and Regresson analysis/3.1 5.6_notes_regression .pdf
801.6 KB
~Get Your Files Here !/5. Correlation and Regresson analysis/4. Regression-example.mp4
175.5 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/4. Regression-example.srt
39.1 KB
~Get Your Files Here !/5. Correlation and Regresson analysis/4.1 5.7_assignment_problems-Correlation and Regression Analysis.pdf
57.1 KB
~Get Your Files Here !/5. Correlation and Regresson analysis/4.2 5.8-corr-reg-R.R
10.2 KB
~Get Your Files Here !/5. Correlation and Regresson analysis/4.3 5.9-corr-reg-cal.xlsx
15.3 KB
~Get Your Files Here !/6. Probability-Bayes-Theorem/1. Basic of Probability.mp4
164.7 MB
~Get Your Files Here !/6. Probability-Bayes-Theorem/1. Basic of Probability.srt
38.9 KB
~Get Your Files Here !/6. Probability-Bayes-Theorem/2. Bayes theorem.mp4
130 MB
~Get Your Files Here !/6. Probability-Bayes-Theorem/2. Bayes theorem.srt
32.6 KB
~Get Your Files Here !/6. Probability-Bayes-Theorem/2.1 6.3_notes_BasicProbabilities.pdf
204.9 KB
~Get Your Files Here !/6. Probability-Bayes-Theorem/2.2 6.4_notes_Bayes theorem.pdf
170 KB
~Get Your Files Here !/6. Probability-Bayes-Theorem/2.3 6.5_Assignment_BasicProbabilities_Bayes theorem.pdf
75.6 KB
~Get Your Files Here !/7. Discrete probability distribution/1. Binomial distribution.mp4
71.2 MB
~Get Your Files Here !/7. Discrete probability distribution/1. Binomial distribution.srt
16.7 KB
~Get Your Files Here !/7. Discrete probability distribution/1.1 7.3-Discrete probability distribution-binomial-poisson.pdf
186.1 KB
~Get Your Files Here !/7. Discrete probability distribution/1.2 7.4-binomila n poisson.xlsx
11.8 KB
~Get Your Files Here !/7. Discrete probability distribution/2. Poisson distribution.mp4
63.1 MB
~Get Your Files Here !/7. Discrete probability distribution/2. Poisson distribution.srt
15.6 KB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/1. normal_distribution.mp4
67.1 MB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/1. normal_distribution.srt
9.8 KB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/2. normal_examples.mp4
196.2 MB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/2. normal_examples.srt
32.5 KB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/2.1 8.3-normal distribution with example.pdf
1.4 MB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/2.2 8.4-Z-TABLE-STANDARD NORMAL PROBABILITY TABLE.pdf
577.7 KB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/2.3 8.5-normal dist.xlsx
9.8 KB
~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/1. Rates_Ratio_incidence_prevalence.mp4
227.8 MB
~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/1. Rates_Ratio_incidence_prevalence.srt
36.4 KB
~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/2. Odds-Odd Ratio.mp4
101.8 MB
~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/2. Odds-Odd Ratio.srt
15.1 KB
~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/2.1 9.4-Rates-Ratio-OR.pdf
230.9 KB
~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/2.2 9.5-assignment.pdf
