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Podcast: DataTalks.Club
Episode: Designing a Data Science Organization - Lisa Cohen
Description: We talked about:
Lisa’s background
Centralized org vs decentralized org
Hybrid org (centralized/decentralized)
Reporting your results in a data organization
Planning in a data organization
Having all the moving parts work towards the same goals
Which approach Twitter follows (centralized vs decentralized)
Pros and cons of a decentralized approach
Pros and cons of a centralized approach
Finding a common language with all the functions of an org
Finding the right approach for companies that want to implement data science
How many data scientists does a company need?
Who do data scientists report huge findings to?
The im...