This course offers a practical introduction to essential statistical concepts that data scientists use to analyze and interpret data effectively. You'll learn how to summarize data with descriptive statistics, explore probability distributions, and apply inferential statistics techniques like hypothesis testing to draw conclusions from samples. Additionally, you'll dive into regression analysis to understand relationships between variables and gain insights from statistical sampling methods that enhance the quality of your analyses.
What you'll learn
summarize data using descriptive statistics
apply probability distributions to model real-world data