Math for Data Science Masterclass

Math for Data Science Masterclass

Math for Data Science Masterclass, Learn about probability, statistics, and more using the mathematics that are foundational to the field of data science.

Created by Jose Portilla


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What you'll learn

  • Understand core concepts about data quality and quantity
  • Learn about how to measure data with statistics
  • Discover how to visualize data with a variety of plot types
  • Use combinatorics to calculate permutations and combinations of objects
  • Understand the key ideas in using probability to solve problems
  • Learn how to use data distributions with real world data
  • Discover the powerful insights from the normal distribution
  • Use sampling and the central limit theorem
  • Understand hypothesis testing on sample groups
  • Cover the basics of linear regression