MathScienceIntermediate
Statistics & Probability
Master the mathematical foundations behind data analysis. Distributions, hypothesis testing, regression, and Bayesian thinking — with real-world African datasets.
P
Prof. Ochieng
Instructor
4.6rating421 students12 lessons14 hours
WHAT YOU'LL LEARN
- Complete 12 lessons across 3 modules
- Master descriptive statistics
- Master probability
- Master inferential statistics
- Earn a certificate of completion
CURRICULUM
01Descriptive Statistics4 lessons
Measures of Central TendencyPreview
16 minVariance & Standard Deviation
42 minData Visualisation Techniques
44 minCorrelation & Scatter Plots
20 min02Probability4 lessons
Basic Probability Rules
21 minConditional Probability & Bayes
38 minDiscrete Distributions
16 minContinuous Distributions
26 min03Inferential Statistics4 lessons
Sampling & Estimation
15 minHypothesis Testing
21 minChi-Square & ANOVA
16 minLinear Regression Analysis
28 min