Statistics
Free
This is an introductory statistics course which will introduce probability distributions, hypothesis testing and other statistical methods.
Prerequisites: An Introductory Course
Python Difficulty: Beginner
Python Libraries Used: matplotlib, numpy, scipy.stats, sympy
Math Difficulty: Introductory
Math Concepts: Measures of Central Tendency, Distributions, Correlation, Regression, Probability, Counting Principles, Confidence Intervals, Hypothesis Testing, Chi-squared Test
Course Features
- Lectures 54
- Quizzes 0
- Duration 50 hours
- Skill level All levels
- Language English
- Students 73
- Assessments Yes
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Graphing Data
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Mean and Standard Deviation
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Distributions
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Correlation and Linear Regression
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Probability
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Counting Principles
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Binomial Distribution
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Confidence Interval
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Proportion Confidence Interval
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Hypothesis Testing
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Comparing Two Means
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Chi-squared Test