▶
📚 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
▾
🎬
Data Types & Frequency DistributionsVideo · 20:00
FREE
🎬
Mean, Median and ModeVideo · 25:00
FREE
🎬
Measures of Spread -- Variance and Standard DeviationVideo · 25:00
🎬
Statistical Diagrams -- Histograms, Box Plots, Scatter PlotsVideo · 22:00
📝
Descriptive Statistics PracticeQuiz · 45:00
02Probability Foundations
▾
🎬
Basic Probability -- Sample Space & EventsVideo · 22:00
FREE
🎬
Addition Rule -- Mutually Exclusive EventsVideo · 22:00
FREE
🎬
Multiplication Rule -- Independent & Dependent EventsVideo · 25:00
🎬
Permutations & CombinationsVideo · 28:00
🎬
Tree Diagrams & Probability ProblemsVideo · 22:00
📝
Probability Practice -- 60 ProblemsQuiz · 45:00
03Probability Distributions
▾
🎬
Discrete Distributions -- BinomialVideo · 28:00
🎬
Poisson DistributionVideo · 25:00
🎬
Normal DistributionVideo · 28:00
🎬
Normal Approximation & Central Limit TheoremVideo · 22:00
04Statistical Inference
▾
🎬
Confidence IntervalsVideo · 28:00
🎬
Hypothesis TestingVideo · 30:00
🎬
Correlation & RegressionVideo · 25:00
📝
Statistics Final Exam -- 80 ProblemsQuiz · 60:00