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Top Data analytical Tools in Big Data Analytics

  • In the field of big data analytics, plenty of tools are available
  • The engineering portion of data analysis concentrates on databases, the data scientist concentrates on tools to deploy data products
  • the merits of various tools with a target on statistical package that a data analyst employ is explored here

Programming Language R

  • It is open source targets on statistics analysis
  • It competitors are SAS, SPSS
  • It acts as an interface to c, c++ and Fortron
  • Supports huge collection of libraries
  • It performs little slower in an intensive operations
  • For the notion of data analysis, huge library support is available which aids to interact with speedy languages

Python

  • It is a common purpose computer programming language
  • It supports major no. of library for data analysis
  • When dealing with huge datasets, go for python
  • It effectively functions to clean and process data
  • It offers an environment with huge algorithms to manage an average sized datasets
  • It has nice cleaner and fine tuned reliable APIs

Julia

  • Its a programming language like R and Python
  • It is considered as high level performing dynamic language for scientific computing
  • It is good for neural network prototyping algorithms
  • It is friendly and sound tools for research
  • Web services program will take care of applying engineering models in Julia, Python and R

SAS

  • It is language for business intelligence and it is commercial one
  • It allows any person to use this difficult tools as it has a little commercial products
  • It supports base language
  • It is not scalable to huge data sets
  • It is not for advanced experts but for non expert data scientist

SPSS

  • It is a statistical analysis tool from IBM
  • It is highly employed for survey analysis and not for non programmable users
  • It is much easy than SAS
  • It is simple to deploy as it offers a SQL code
  • To deal with little data and non experienced people , it is efficient

Matlab, Octave

  • Matlab is employed for research , its open source edition is octave
  • It offers features equalant to R and Python
  • To work with this product, it requires a license
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