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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 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

Types of DataTypes of Data

We have acquired some skills; it's time to move further and learn about the data types in statistics. Look at the picture:

Types of Data
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Match the part of data with its type.

Dark hair, Blond hair, Red hair
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Junior developer, Middle Developer, Senior Developer
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The number of students at the university
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Fahrenheit degrees
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Income
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Click or drag`n`drop items and fill in the blanks

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Continuous
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Continuous
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Ordinal
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Nominal
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Discrete
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Everything was clear?

Section 1. Chapter 3