Python Statistics Essential Training
MP4 | Video: 720p | Duration: 3:01:15 | English | Subtitles: VTT | 438.5 MB

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 perspectiveR12;which assumes that powerful computation can replace complex mathematics.



Topics include:



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