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Updated in [August 18th, 2023]
Skills and Knowledge:
This course will provide students with the skills and knowledge to install and use R and RStudio, create vectors and data frames in R, plot points and lines with ggplot, access vectors from data frames, group with ggplot, plot residual lines with ggplot, fit a least squares line to a data set, use a least squares line for prediction, and understand the basics of simple linear regression. Additionally, students will gain an understanding of the importance of data science skills and how they can be applied to any field.
Professional Growth:
This course provides an introduction to the fundamentals of data science, including the use of R and ggplot for data analysis and visualization, as well as the basics of linear regression. By completing this course, students will gain the skills necessary to begin using R and ggplot for data analysis and visualization, as well as the ability to apply linear regression to data sets. This course will help students to develop the skills necessary to pursue further studies in data science and machine learning.
Further Education:
This course is suitable for preparing further education in data science. It provides an introduction to R and ggplot, as well as the basics of linear regression. It is designed for those with no prior knowledge of data science, and can be completed within two weeks. It is a great starting point for those looking to gain more knowledge in the field of data science, and can be used as a foundation for further learning.
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