How this course works
The chapters and lessons below are the fixed course structure. When you start, LearnLive teaches each lesson interactively and adapts examples, pacing, and questions to you.
Complete syllabus
Every chapter and lesson
- 01
Chapter 1 · 3 lessons
Describing Data
- 1.1
Variables & types of data
8 min · Quick check
- 1.2
Center & spread
9 min · Quick check
- 1.3
Distributions & shape
8 min · Quick check
- 1.1
- 02
Chapter 2 · 3 lessons
Probability
- 2.1
Basic probability rules
9 min · Quick check
- 2.2
Conditional probability
9 min · Quick check
- 2.3
Random variables & expected value
8 min · Quick check
- 2.1
- 03
Chapter 3 · 3 lessons
Distributions
- 3.1
The normal distribution
9 min · Quick check
- 3.2
The binomial distribution
8 min · Quick check
- 3.3
Sampling distributions & the CLT
9 min · Quick check
- 3.1
- 04
Chapter 4 · 3 lessons
Estimation
- 4.1
Point estimates & sampling error
8 min · Quick check
- 4.2
Confidence intervals for a mean
9 min · Quick check
- 4.3
Confidence intervals for a proportion
8 min · Quick check
- 4.1
- 05
Chapter 5 · 3 lessons
Hypothesis Testing
- 5.1
The logic of significance
9 min · Quick check
- 5.2
Tests for means (t-tests)
9 min · Quick check
- 5.3
Errors & common pitfalls
8 min · Quick check
- 5.1
- 06
Chapter 6 · 3 lessons
Relationships
- 6.1
Correlation
8 min · Quick check
- 6.2
Simple linear regression
9 min · Quick check
- 6.3
Chi-square for categorical data
8 min · Quick check
- 6.1