Lets brief about some tools… Data Scientist can choose :-

1) SAS

2) Stata

3) Splus

4) SPSS

5) MATLAB

6) Mathematica

7) R

8) Minitab

9) Python

10) Others

## I am not business domain expert since I dont know how to write a website in php language… My website has not yet write in ShinyApps but only an inactive surface / layout website. (www.Scibrokes.com/Test/) and not yet learn Filezilla to upload the files and manage my company website. (Need few years time…)

## I am not programming expert since I don’t know how to write C/C++ Pointers and using Rcpp to call in order to maximized the speed/speed up the calculation but only know apply parallel computing packages… (Used to read the source codes of coxme by Terry, he used 3 years time to write the ‘coxme’ packages by apply C-Pointers)

## I am not database technology expert since I’ve not yet learning coding on huge database Spark, Hadoop but only used MS Access few years ago during research… (Used to analysis 3~5 years soccer matches data since 2008 but only apply MS Access and finished the research on 2010, will reviewed the Spreadsheet and write a proper thesis during free time some other days)

## I am not statistics expert since I don’t know how to write own MCMC/Multivariate hierarchical level weighted/truncated functions which very complexity but only know how to apply the packages and will keep up learning… (Unless you are more expert than the R core team which hold the Professors level statisticians)

## I am not visualization expert since I don’t know how to write ggplot2, animation, Shiny packages etc… but I will learn how to apply the packages during free time to build and decorate my website… (Will learn to decorate and embed animation Dragon Ball comics into my website, need few years time…)

## All conditional statements will not exist if you are not choosing R… There is no point and reason to make my owned paid DigitalOcean Droplet and RStudio Server loss connection… since Caspo and SBSolution only using Excel Spreadsheet while R/SAS/SPSS/Python/Stata are the tools suite for Statisticians/Data Scientist but not traders who working in Philippines… They will never SUDDENLY know calculation and data mining by merely made a loss connection on the statistical tools which they never learn?