Statistics Fundamentals View more

Data can be deceiving. Learn to use math to discern truth from fiction.

Book 26 Lessons

Course description

Statistics starts from data and then asks what was used to generate it. Learning the building blocks — median, mode, range, variance, and standard deviation — will help you analyze graphs, determine statistical significance, and make informed decisions.

By the end of this course, you'll be able to mathematically quantify predictions, use statistical tools to conduct experiments, and discern the truth in a set of data.

Topics covered

  • Arithmetic Mean
  • Median
  • Mode
  • Quantiles
  • IQR
  • Variance
  • Standard Deviation
  • Regression
  • Deceptive Graph Design
  • Cumulative Frequency Plots
  • p-values
  • Normal Curves
  • Experiment Design
  • Type I and Type II errors
  • Simpson's Paradox

Prerequisites and next steps

You'll need an understanding of algebra and some familiarity with probability.