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New

4 Days Live Virtual Training on Data Science with R Certification (April 5, 2023)

  • Training
  • 15 Hours
  • April 5, 2023 00:00 EST
  • Simpliv
  • ID: 5715431
About Data Science with R Certification Course Online

The Data Science with R Certification course enables you to take your data science skills into a variety of companies, helping them analyze data and make more informed business decisions. The course covers data exploration, data visualization, predictive analytics, and descriptive analytics techniques with the R language. You will learn about various data structures in R, various statistical concepts, cluster analysis, Regression and classification. In this curriculum we will have in-depth mathematical understanding of the algorithms from the basics.

Data Science with R Certification Course Online Objective

  • Install R, Rstudio, and learn about the various R packages
  • Gain an in-depth understanding of data structure used in R and learn to import/export data in R
  • Define, understand and use the various functions in R
  • Learn to do data visualization using ggplot2 packages
  • Gain a basic understanding of various statistical concepts
  • Understand and use the hypothesis testing method to drive business decisions
  • Understand and use linear and non-linear regression models, and classification techniques for data analysis
  • Learn and use the various association rules with the Apriori algorithm
  • Learn and use clustering methods including k-means, DBSCAN, and hierarchical clustering

Course Content

  • Introduction to R
  • Machine Learning