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DOMAIN KNOWLEDGE: Is it Important for a Data Scientist?
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Is it important for data scientists to have domain knowledge in a specific field?
Sure it is! You can't come up with meaningful conclusions, and drive results from your data science projects, if you don't know the business you are in. That's sort of self-evident.
But how important it is exactly and how much domain knowledge should you have before you apply for a specific data position? In this video I'll explain everything.
00:00 Intro
01:10 The ideal applicant vs. the most applicants
02:27 From domain expert to data scientist
04:00 If this will be your first job (no domain knowledge at all)
05:08 If you are already working as a data scientist
06:21 The pro level
08:07 Conclusion
LINKS MENTIONED IN THE EPISODE:
Sure it is! You can't come up with meaningful conclusions, and drive results from your data science projects, if you don't know the business you are in. That's sort of self-evident.
But how important it is exactly and how much domain knowledge should you have before you apply for a specific data position? In this video I'll explain everything.
00:00 Intro
01:10 The ideal applicant vs. the most applicants
02:27 From domain expert to data scientist
04:00 If this will be your first job (no domain knowledge at all)
05:08 If you are already working as a data scientist
06:21 The pro level
08:07 Conclusion
LINKS MENTIONED IN THE EPISODE:
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