W2 Hands-on: Data Science in R

February 13, 2019

9:00 am - 5:30 pm

Duration: Full Day Course

Prerequisite: None

R is an open source software environment for statistical computing and graphics and is very popular with data scientists. R is being used for data analysis, extracting and transforming data, fitting models, drawing inferences, making predictions, plotting, and reporting results. Learn how to use R basics, working with data frames, data reshaping, basic statistics, graphing, linear models, nonlinear models, clustering, and model diagnostics.

You Will Learn

  • How to configure the RStudio environment and load R packages
  • How to use R basics such as basic math, data types, vectors, and calling functions
  • How to use advanced data structures such as data frames, lists, and matrices
  • How to use R base graphics
  • How to use R basic statistics, correlation, and covariance
  • How to use linear models such as simple linear regression, logistic regression
  • How to use nonlinear models such as decision trees and random forests
  • How to apply clustering using k-means
  • How to complete model diagnostics

Geared To

  • Anyone interested in learning to use data mining techniques to find insights in data and who has at least some statistical and programming experience.

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TDWI Las Vegas

Caesars Palace
Las Vegas, NV
February 10–15

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