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
32 minVariance & Standard Deviation
28 minData Visualisation Techniques
19 minCorrelation & Scatter Plots
39 min02Probability4 lessons
Basic Probability Rules
35 minConditional Probability & Bayes
18 minDiscrete Distributions
37 minContinuous Distributions
18 min03Inferential Statistics4 lessons
Sampling & Estimation
39 minHypothesis Testing
21 minChi-Square & ANOVA
33 minLinear Regression Analysis
42 min