Modeling with Data in the Tidyverse

Übersicht

Title:

Modeling with Data in the Tidyverse

Description:

Engage with various data modeling techniques in this comprehensive course provided by DataCamp, focusing on prediction and explanatory models using the Tidyverse. Participants will delve into the essentials of linear regression and learn how to assess models effectively.

Models play a pivotal role in understanding the relationship between an outcome variable and several predictor variables. This knowledge is applicable in various scenarios, such as analyzing the impact of professors' ages on their teaching evaluations or forecasting house prices based on size and condition.

By harnessing your Tidyverse skills, you will be able to construct and interpret models, primarily through linear regression—a straightforward yet powerful statistical tool widely used across statistics, causal inference, machine learning, and artificial intelligence.

Category:

Artificial Intelligence Courses, Machine Learning Courses, Linear Regression Courses, Tidyverse Courses

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Unterrichtet von

Albert Y. Kim

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Fachgebiete