Math for Data Science Masterclass - Learn about probability, statistics, and more using the mathematics that are foundational to the field of data science.
The Math for Data Science Masterclass is an online course that teaches you how to use mathematics to solve real-world data science problems. The course is taught by Krista King and Jose Portilla. It covers the core math concepts that data science is built upon, introducing unfamiliar ideas and math symbols one-at-a-time. Learners who complete this course will master the vocabulary, notation, concepts, and algebra rules that all data scientists must know before moving on to more advanced material12.
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
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