6/3/2020

How popular is data science?

Where is data science most popular?

What are data science skills?

Robinson/Nolis, 2020

Which technical skills are required?

UC Berkeley School of Information, 2020

What’s the (US) job market like?

UC Berkeley School of Information, 2020

What is the data science process?

Wickham/Grolemund, 2017

Complete process with sub-processes

Complete process (BPMN diagram)

Data pre-processing sub-process

Preprocessing sub-process (BPMN diagram)

Data processing sub-process

Processing sub-process (BPMN diagram)

Data publishing sub-process

Publishing sub-process (BPMN diagram)

References

  1. Wing JM (2019). The data life cycle. Harvard Data Science Review.
  2. Robinson E/Nolis, J (2020). Build a Career in Data Science. Manning.
  3. Berkeley School of Information (2020). What is Data Science? Online: datascience.berkeley.edu
  4. Grolemund G/Wickham H (2017). R for Data Science. O’Reilly.