Python Statistics Essential Training
Python Statistics Essential Training
MP4 | Video: 720p | Duration: 3:01:15 | English | Subtitles: VTT | 438.5 MB
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 perspective—which assumes that powerful computation can replace complex mathematics.
Topics include:
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- 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