Handbook of Hidden Data Scientist (R)
  • Introduction
  • References
  • Install R
    • Mac OSX
    • Windows
    • Linux
  • Basics
    • Analysis Types
    • Machine Learning
    • Tidy data set
  • R
    • Limitations
    • Documentation
    • Coding Standards
    • Basics and Data Types
    • Data Table
    • Textual Serialization
    • Control Structures
    • Functions
    • Packages
    • Vectorized Operations
    • Date and Time
    • Loop Functions
    • Split Function
    • Random Variables
    • Simulate Linear Model
    • Debugging
    • Profiler
  • Reading and Writing
    • Files
    • Larger Datasets
    • CSV
    • Excel
    • JSON
    • XML and Web pages
    • REST API
    • MySql
    • HDF5
    • Other...
  • Cleaning Data
    • Subsetting
    • Summarizing
    • New Variables
    • Reshaping
    • Merging
    • Editing text
    • Regular Expressions
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  • References
  • Recommented to study
  • Frameworks
  • Tools

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References

References

  • http://www.r-project.org

  • https://www.youtube.com/watch?v=ZFaWxxzouCY&list=PLjTlxb-wKvXNSDfcKPFH2gzHGyjpeCZmJ&index=3

  • https://github.com/jtleek/dataanalysis

  • https://www.coursera.org/jhu

  • http://stats.stackexchange.com/

Recommented to study

  • https://github.com/jtleek/modules

  • https://github.com/jtleek/datasharing

  • http://vita.had.co.nz/papers/tidy-data.pdf

  • http://vimeo.com/33727555

  • http://en.wikipedia.org/wiki/Statistical_data_type

  • http://www.sciencemag.org/content/334/6060/1226

  • http://www.kharms.biology.lsu.edu/CrawleyMJ_TheRBook.pdf

  • http://www.hdfgroup.org/pubs/papers/Big_HDF_FAQs.pdf

Frameworks

  • http://shiny.rstudio.com

  • http://ramnathv.github.io/rCharts

Tools

  • http://www.rstudio.com/

  • http://figshare.com

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Last updated 5 years ago

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