Jumat, 29 April 2016

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Data Science

Data Scientist

Data science gains more and more value and appreciation in the last years.The reason why?

  • Volume of old and new data
  • Diversity of the data
  • Difficulties in data manipulation
  • Need to understand the data
The above statements make the data scientists the "hot stuff" of this century,as it mentioned in the article by
Thomas H. Davenport and D.J. Patil Data Scientist: The Sexiest Job of the 21st Century

What data scientists DO?

Characteristics
Math & Statistics Programming & Database Domain Knowledge & Soft Skills Communication & Visualization
  • Machine learning
  • Statistical
  • Experiment design
  • Bayesian inference
  • and more..
  • Computer Science fundamentals
  • Scripting language e.g.Python
  • Statistical computer package e.g R
  • Databases SQL and NoSQL
  • Realational algebra
  • MapReduce Concepts
  • Statistical computer package e.g R
  • Hadoop and Hive/Pig
  • and more..
  • Passionate about the business
  • Curious about data
  • Influence without authority
  • Hacker mindset
  • and more..
  • Able to engage with senior management
  • Story telling skills
  • Translate data-driven insights
    into decisions and actions
  • Visual art design
  • and more..


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