Statistics in Data Science

Statistics is the discipline that concerns the collection, organization, analysis, interpretation and presentation of data. In applying #statistics to a scientific, industrial, or social problem, it is conventional to begin with a statistical population or a statistical model to be studied. In this course will learn about essential statistics in #datascience
**** Topics Covered ****
- Welcome to Statistics
- Exploration of Statistics: Overview
- Exploratory graphics (6:24)
- Exploratory Statistics (14:25)
- Descriptive Statistics (19:30)
- Inferential Statistics (26:00)
- Hypothesis Testing (34:00)
- Estimation statistics (48:00)
- Measures of fit : statistics (53:00)
- Feature selection (57:00)
- Problems in Modeling (1:03:00)
- Model validation (1:09:00)
**** Credit to the Author ****
Author: Barton Poulson
Author Twitter Acc: / bartonpoulson
Website: (bartonpoulson....)
License: Creative Commons Attribution license (reuse allowed)
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