DataAI: Mathematics and Statistics
Probability, statistics, linear algebra and calculus concepts used in data science.
COMP-320 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · CompTIA Certification Prep
Course content
- 1Math for data scientistsComing
- 2ProbabilityComing
- 3DistributionsComing
- 4Statistical inferenceComing
- 5Hypothesis testsComing
- 6Regression basicsComing
- 7Linear algebra for dataComing
- 8Calculus ideas for optimizationComing
- 9Sampling and experimental designComing
- 10Bayesian thinkingComing
- 11Common statistical errorsComing
- 12A statistics case studyComing
Requirements
Recommended background. You can start any course at any time.
Description
Probability, statistics, linear algebra and calculus concepts used in data science.