DataFramed

#42 Full Stack Data Science

Oct 1, 2018
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INSIGHT

Learning Agility is Key

  • Success in data science demands constant learning and adapting since the field evolves rapidly.
  • The ability to learn on the job is more important than initial deep expertise.
INSIGHT

Data Prep Dominates Work

  • Data preparation and cleaning constitute about 80% of data science work across industries.
  • Managing data governance and metadata will become increasingly important in large organizations.
ADVICE

Include All Stakeholders

  • Keep all stakeholders involved in data science projects to avoid miscommunications and misaligned solutions.
  • Facilitate collaboration between developers, analysts, and business users for better outcomes.
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