Understanding and Visualizing Data with Python

In this course, learners will be introduced to the field of statistics, including where data come from, study design, data management, and exploring and visualizing data. Learners will identify different types of data, and learn how to visualize, analyze, and interpret summaries for both univariate and multivariate data. Learners will also be introduced to the differences between probability and non-probability sampling from larger populations, the idea of how sample estimates vary, and how infe

• Identify various data types and their uses
• Create data visualizations and summaries with Python
• Communicate statistical ideas clearly
• Select appropriate analytic techniques for different samples