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[ TutPig com ] Udemy - Data science tools - Basic of Statistics
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1. Introduction Data and Statistics
1. Introduction.mp4
1. Introduction.srt
2. Instructor.mp4
2. Instructor.srt
3. What is Statistics.mp4
3. What is Statistics.srt
3.1 1.3_what is statistics.pdf
4. Data.mp4
4. Data.srt
4.1 1.4_about data.pdf
10. Screening_test_confusion_matrix
1. Screening_test_confusion_matrix_1.mp4
1. Screening_test_confusion_matrix_1.srt
2. Screening_test_confusion_matrix_2_details.mp4
2. Screening_test_confusion_matrix_2_details.srt
3. Screening_test-example.mp4
3. Screening_test-example.srt
4. Screening_test-bayes-theorem.mp4
4. Screening_test-bayes-theorem.srt
2. Summary measures Central Tendency
1. Mean.mp4
1. Mean.srt
2. Median.mp4
2. Median.srt
3. Mode.mp4
3. Mode.srt
3.1 2.4_Summary Measures-Central tendency .pdf
3.2 2.5_problems.pdf
3. Summary measuresMeasures of Dispersion
1. Measures of Dispersion_variance_sd.mp4
1. Measures of Dispersion_variance_sd.srt
2. Coefficient_variation_CV.mp4
2. Coefficient_variation_CV.srt
2.1 3.3_Summary Measure- Measure of Dispersion.pdf
2.2 3.4_Problem_measure of dispersion.pdf
4. Shape of data Measures of Skewness
1. Quartiles_quartile deviation.mp4
1. Quartiles_quartile deviation.srt
2. Box plot.mp4
2. Box plot.srt
3. Skewness_shape of the data.mp4
3. Skewness_shape of the data.srt
4. Coefficient of Skewness.mp4
4. Coefficient of Skewness.srt
4.1 4.5_skewness_Shape of the data.pdf
5. Correlation and Regresson analysis
1. correlation-coefficient.mp4
1. correlation-coefficient.srt
1.1 5.5_notes_Correlation Analysis.pdf
2. correlation-Scatter-diagram.mp4
2. correlation-Scatter-diagram.srt
3. Regression-analysis.mp4
3. Regression-analysis.srt
3.1 5.6_notes_regression .pdf
4. Regression-example.mp4
4. Regression-example.srt
4.1 5.7_assignment_problems-Correlation and Regression Analysis.pdf
4.2 5.8-corr-reg-R.R
4.3 5.9-corr-reg-cal.xlsx
6. Probability-Bayes-Theorem
1. Basic of Probability.mp4
1. Basic of Probability.srt
2. Bayes theorem.mp4
2. Bayes theorem.srt
2.1 6.3_notes_BasicProbabilities.pdf
2.2 6.4_notes_Bayes theorem.pdf
2.3 6.5_Assignment_BasicProbabilities_Bayes theorem.pdf
7. Discrete probability distribution
1. Binomial distribution.mp4
1. Binomial distribution.srt
1.1 7.3-Discrete probability distribution-binomial-poisson.pdf
1.2 7.4-binomila n poisson.xlsx
2. Poisson distribution.mp4
2. Poisson distribution.srt
8. Continious probability distributioNormal distribution
1. normal_distribution.mp4
1. normal_distribution.srt
2. normal_examples.mp4
2. normal_examples.srt
2.1 8.3-normal distribution with example.pdf
2.2 8.4-Z-TABLE-STANDARD NORMAL PROBABILITY TABLE.pdf
2.3 8.5-normal dist.xlsx
9. Rates-Ratio-odd ratio-OR
1. Rates_Ratio_incidence_prevalence.mp4
1. Rates_Ratio_incidence_prevalence.srt
2. Odds-Odd Ratio.mp4
2. Odds-Odd Ratio.srt
2.1 9.4-Rates-Ratio-OR.pdf
2.2 9.5-assignment.pdf
Bonus Resources.txt
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