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Growth Paths / Math Electives: Probability and statistics
AdvancedSkills
Math Electives: Probability and statistics
Combinatorics, game theory, measure-based probability and applied statistics.
Combinatorics, game theory, measure-based probability and applied statistics. An elective area: finish one outcome in each of the 6 areas, then 3 more in one area you choose to go deep in. Free courses, a free self-check for each, and real work confirmed by 3 people. Part of the Varsity Curriculum: Mathematics, adapted from OSSU Math (MIT License).
0 required outcomes52 weeksCredential on completion
Path outcomes
10
2 milestones
- 1Do the problem sets and write them up
- 2Find and prove a counting formula
20
2 milestones
- 1Do the problem sets and write them up
- 2Analyse a real game
30
SkillsOptional
Learn Measure-based Probability (MIT 18.175)
Theory of Probability
Take this Challenge →2 milestones
- 1Do the problem sets and write them up
- 2Prove a limit theorem and watch it work
40
SkillsOptional
Master Statistics for Data Analysis
Applied statistics — reuses an outcome Powstik already has.
Take this Challenge →5 milestones
- 1Describe a real dataset with statistics
- 2Run and interpret a hypothesis test
- 3Build and evaluate a regression model
- 4Design and analyse an A/B test
- 5Communicate findings to a non-technical audience
Resources for this path
No affiliate links. No sponsored placements.
OSSU Math ↗Curriculum
The course map this path is adapted from (MIT License).