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This workshop provides you with the foundation to enter the exciting field of data science by learning the basics of the R programming language. R will enable you to replace repetitive tasks or manual work (e.g., in Excel) with repeatable R scripts and give you a tool to start exploring how data science and machine learning with R can be used in your area. The course covers R Studio, programming basics and the R syntax, functions, vectorization, importing and exporting data (CSV, Excel), cleaning data, basic visualization and working with packages for data science.

Session 1: Introduction

  • What is R?
  • R Studio and a first session of R
  • Data in R (data types and data frames)

Session 2: Programming

  • Functions loops, and apply
  • Objects in R
  • Basic plots in R

Session 3: Data Handling

  • Importing and exporting data
  • Data cleaning
  • Exploration and visualization

Session 4: R for Data Science

  • Using packages
  • Introduction to predictive modeling and machine learning

Material and other suggested training resources:

Any person who requires a reasonable accommodation on the basis of a disability in order to participate in this program should contact Michael Hahsler at 214-768-8878 or mhahsler@lyle.smu.edu at least one week prior to the event to arrange for the accommodation.

Interested but can't come at this time? 
Request a Workshop to meet the specific needs of your class, writing group, department, or student organization. 
Need individual help? Ask Us
For questions about workshops, contact Megan Heuer at mheuer@smu.edu.

Presented by Michael Hahsler

Date:
Wednesday, February 5, 2020 Show more dates
Time:
2:00pm - 3:30pm
Location:
Fondren Library Red 109
Campus:
Fondren Library
Categories:
  General Research  
Registration has closed.