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Learning Path: Julia: Explore Data Science with Julia

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learning-path-julia-explore-data-science-with-julia
Data Science | Development

  • Created by Packt Publishing
  • 5.5 hours
  • Beginner Level
Use the advanced features of Julia to work with complex data

  • Get to grips with the basic data structures in Julia and learn about different development environments
  • Organize your code by writing Lisp-style macros and using modules
  • Manage, analyze, and work in depth with statistical datasets using the powerful DataFrames package
  • Perform statistical computations on data from different sources and visualize those using plotting packages

  • Apply different algorithms from decision trees and other packages to extract meaningful information from the Iris dataset
  • Gain some valuable insights into interfacing Julia with an R application
  • Uncover the concepts of metaprogramming in Julia
  • Conduct statistical analysis with StatsBase.jl and Distributions.jl

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