[Lynda]Python Statistics Essential Training

What you will learn

Installing and setting up Python Importing and cleaning data Visualizing data Describing distributions and categorical variables Using basic statistical inference and modeling techniques Bayesian inference

About this specialization

With this course, gain insight into key statistical concepts and build practical analytics skills using Python and powerful third-party libraries. Instructor Michele Vallisneri covers several major skills: cleaning, visualizing, and describing data, statistical inference, and statistical modeling. All concepts are introduced by analyzing intriguing real-world datasets and discussed from a machine-learning perspective—which assumes that powerful computation can replace complex mathematics.

Module 7:
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