Lynda – Python Statistics Essential Training
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.
Table of ContentsIntroduction1. Installation and Setup2. Importing and Cleaning Data3. Visualizing and Describing Data4. Introduction to Statistical Inference5. Introduction to Statistical ModelingConclusion