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📚 What you'll learn
✓Calculate probability for all types of events
✓Apply addition and multiplication rules
✓Use permutations and combinations
✓Work with all major probability distributions
✓Calculate mean, median, mode and standard deviation
✓Construct and interpret statistical diagrams
✓Apply hypothesis testing with confidence
✓Use regression for predictions
Course Curriculum
01Descriptive Statistics
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Data Types & Frequency DistributionsLesson
FREE
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Mean, Median and ModeLesson
FREE
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Measures of Spread -- Variance and Standard DeviationLesson
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Statistical Diagrams -- Histograms, Box Plots, Scatter PlotsLesson
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Descriptive Statistics PracticeQuiz
02Probability Foundations
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Basic Probability -- Sample Space & EventsLesson
FREE
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Addition Rule -- Mutually Exclusive EventsLesson
FREE
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Multiplication Rule -- Independent & Dependent EventsLesson
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Permutations & CombinationsLesson
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Tree Diagrams & Probability ProblemsLesson
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Probability Practice -- 60 ProblemsQuiz
03Probability Distributions
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Discrete Distributions -- BinomialLesson
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Poisson DistributionLesson
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Normal DistributionLesson
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Normal Approximation & Central Limit TheoremLesson
04Statistical Inference
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Confidence IntervalsLesson
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Hypothesis TestingLesson
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Correlation & RegressionLesson
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Statistics Final Exam -- 80 ProblemsQuiz