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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 ValueChallenge

2. Mean, Median and Mode with Python

Examine the DatasetCalculate Mean and Median Values with PythonStatistics with pandasChallenge

3. Variance and Standard Deviation

Population VarianceSample VarianceCalculate Variance with PythonStandard deviationStandard Deviation with PythonChallenge

4. Covariance vs Correlation

CovarianceCorrelationChallenge 1Challenge 2

5. Confidence Interval

Explore the Data SetConfidence IntervalCalculating Confidence Interval with PythonChallenge 1Challenge 2Calculating Confidence Interval with PythonChallenge

6. Statistical Testing

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

Learning Statistics with Python

Median Value of the Even Number of ValuesMedian Value of the Even Number of Values

What will we do if the sequence of numbers contains an even number of values?

We find two central values, and then the median is equal to their mean value. Everything will become clearer in the example:

Median Value Even
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Find the median for each set.

[0, 5, 7, 8, 10]
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[13, 20, 40, 45]
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Click or drag`n`drop items and fill in the blanks

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5
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20
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8
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30
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7
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40
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Everything was clear?

Section 1. Chapter 6