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GTC ON-DEMAND

AI & Deep Learning Business Track (High Level)
Presentation
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Matching DS Organizational Maturity to DS Skills to Optimally Grow Your Team
Abstract:
An organization''s data science needs change dramatically as they move through stages of data science maturity--their ability to consume, adopt, and deploy advanced analytics solutions. Understanding the maturity stage of your organization will help you choose projects that can bring value, grow your ability to derive greater value in the future, and help you make good decisions when growing your data science team. A data scientist might be a journeyman model builder, or a data scientist consultant, or a software engineer, or a developer of new deep learning algorithms. The data scientist that would be successful in a mature organization may well fail in an organization new to data science. Hiring and growing data scientists based on skill sets in line with your data science maturity stage and maximizes your probability of success. We''ll discuss a framework to determine your level of data science readiness, explore a tool to assess the skill sets of data scientists, and find which skills can maximize your organization''s probability of success at each stage.
 
Topics:
AI & Deep Learning Business Track (High Level)
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8954
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