Week 5
Statistics for AI
Mean, median, mode, quartiles, variance, standard deviation, and data interpretation.
Learning goals
- Descriptive statistics
- Mean, median, mode
- Quartiles and percentiles
- Variance and standard deviation
- Interpreting spread and center
Suggested classroom flow
| Session | Focus | Output |
|---|---|---|
| Day 1 | Concept introduction and guided examples | Notebook or script |
| Day 2 | Hands-on lab and teacher walkthrough | Working code |
| Day 3 | Practice tasks and discussion | Assignment draft |
| Day 4 | Assessment and mini project | Submission |
Mini project
Weather Statistics Analyzer
Outcome for the week: students should finish with usable code, a short explanation, and at least one visual or result artifact.
Quick MCQ preview
Q1. Median is the?
Explanation: Median is the middle value after sorting.
Q2. Mode is the?
Explanation: Mode is the most frequent value.
Q3. High standard deviation means data is?
Explanation: Higher standard deviation implies more spread.