FindingData
Statistics
Statistics
Statistical Analysis on Kaggle ML & DS Survey
Red Wine Quality statistical exploring
Black Friday Analysis
1. Introduction
2. Types of Data / Level of Measurement
3. Measure of Central Tendency
4. Skewness and Kurtosis and use of Central Tendency
5. Measure of dispersion
6. Coefficient of Variance
7. Covariance, Correlation & Causation
8. PMF , PDF & CDF
9. Probability Distributions
10. Estimation & Confidence of Interval
11. Hypothesis & Hypothesis Testing 1
12. Hypothesis Testing 2
13. P-value, Z-test & t-test Examples
14. Chi Squared test
15. Central limit theorem
16. A/B Testing
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