May 21, 2022  
2021-2022 Cal State East Bay Catalog 
    
2021-2022 Cal State East Bay Catalog [ARCHIVED CATALOG]

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STAT 650 - Advanced R for Data Science


Units: 2
Professional R programming techniques.  Data wrangling.  R packages.  Connections to databases.  Use of R for reproducible research.  Data Visualization.  Use of R in cloud computing.  Topics may include applied statistics, data science, and statistical/machine learning.  Report writing.

Prerequisites: Post-baccalaureate standing.
Possible Instructional Methods: Entirely On-ground.
Grading: A-F grading only.
Student Learning Outcomes - Upon successful completion of this course students will be able to:
  1. Program R to wrangle data, including importing, manipulating, and exporting data.
  2. Formulate solutions to problems and program appropriate R programs to produce visualization, reports, and appropriate output.
  3. Interpret R output and communicate results.
  4. Understand the terminology of R programming.




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