R for Data Science Series
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Topic outline
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Welcome to R for Data Science!
The R for Data Science series consists of the following modules:- R for Everyone
- R for Data Manipulation
- R for Visualizations
- R for Statistics
- and More!
Upcoming Sessions
Please check the library calendar to see when this course will be offered next. You can also sign up for the Library Data Science Newsletter to get notified when new courses are added to the schedule.
Software
This course uses R and RStudio. Please have these installed on your computer.- Karla Lindquist, PhD is the Scientific Lead for the Data Science Initiative in the UCSF Library.
- Albert Lee is an Instructional Designer for the Data Science Initiative in the UCSF Library.
All materials and topics in this course are subject to periodical changes and updates by the Instructor. This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
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R for Everyone
R for Data Manipulation
R for Visualizations
- Visualizing Continuous Variables
- Visualizing Categorical Variables
- Visualizing Text
- Visualizing Uncertainty
- Visualizing Multiple Dimensions
- Visualizing Complex Relationships
- Part I
- Part II
R for Statistics
R for Machine Learning
Guided Projects
Other
- How to learn R-programming effectively
- Navigating Online Data Science Resources
- Posting Questions in Online Forums
- How to start Machine Learning
- How to Set Up Projects
- Working with APIs
- Creating Data Processing Pipelines with R Scripts