About Me

My photo
Just wasting time sharing knowledge about, Big Data and Analytics

Oct 28, 2013

Myown way to Data Science

In my last post, I point the Road to data science, imagined by Swami. I think this road is too long and we can't make any difference  between the basics (we have to know) and the advanced(it's important to know, bu if not, it doesn't matter).

So I've imagined my own way to be efficient, from Fundamentals to advanced skills to be autonomous in the deep search of being a good data scientist.

Here's the result.


I try to point that : the fundamentals are the lines orange and blue.
The line orange is about the fundamentals theories in mathematics, probability and statistics. There is no order in the way.

The line blue is about the tools to make the line orange become real. In the litterature today, there's more and more tools to help data scientist in their work; But we should be careful about these profusion. I try to underline that R(the most powerful environment), Spyder (the integrated environment for Python), Hadoop distribution (Cloudera, the simplest and the most popular) and tools for vizualisation like tableau software, rCharts are the things to know.

The roof, I called "Advanced machine learning " are the new standards, the new ways of research, and it can be useful in the future to be aware.

Enjoy your road for Data Science :)

GT

2 comments:

  1. Updating with the recent skills and applying it is the only tactic to live in our vocation. You have done really a great job by sharing this blog in here. Keep writing blog like this..Big Data Hadoop Training in Bangalore | Data Science Training in Bangalore

    ReplyDelete
  2. You have contributed and update the data science definition I had to easy understand.I observed new info about data science data science is an interdisciplinary field about scientific methods, processes, and systems to extract knowledge or insights from data in various form.I want too any your friend and you learn for Selenium Automation Testing Tool well do it well quickly click that's below keywords links Selenium Training in Chennai | Selenium Training Institute in Chennai | Selenium Automation Testing Training in Chennai

    ReplyDelete

There was an error in this gadget