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Learning Statistics with Python

Calculate Covariance and CorrelationCalculate Covariance and Correlation

Task

Calculate the covariance and the correlation between the columns 'Daily_Customer_Count' and 'Items_Available' using the NumPy library.

Everything was clear?

Section 4. Chapter 4
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course content

Course Content

Learning Statistics with Python

1. Basic Concepts

Sample vs PopulationTypes of StatisticsTypes of DataMean ValueMedian ValueMedian Value of the Even Number of ValuesMean or MedianMode ValueDescriptive Statistics Quiz

2. Mean, Median and Mode with Python

Examine the DatasetCalculating Mean and Median Values with PythonStatistics with pandasCalculate the Mean and Median Salary

3. Variance and Standard Deviation

Population VarianceSample VarianceCalculate Variance with PythonStandard deviationStandard Deviation with PythonCalculating Variance and Standard Deviation

4. Covariance vs Correlation

CovarianceCorrelationSelect All Possible ValuesCalculate Covariance and Correlation

5. Confidence Interval

Explore the Data SetConfidence IntervalCalculating Confidence Interval with PythonConfidence Interval Width QuizCalculate 95% Confidence IntervalAdvanced Confidence Interval Calculation with PythonMatch the Functions

6. Statistical Testing

What is t-testHypothesest-test MathematicallyOne-Tailed And Two-Tailed Testt-test AssumptionsPerforming a t-test in PythonConduct a t-testPaired t-test

Learning Statistics with Python

Calculate Covariance and CorrelationCalculate Covariance and Correlation

Task

Calculate the covariance and the correlation between the columns 'Daily_Customer_Count' and 'Items_Available' using the NumPy library.

Everything was clear?

Section 4. Chapter 4
toggle bottom row
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