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Machine Learning in Production: Developing and Optimizing Data Science Workflows and Applications (Addison-Wesley Data & Analytics Series)
The typical data science task in industry starts with an ask from the business. But few data scientists have been taught what to do with that ask. This book shows them how to assess it in the context of the businesss goals, reframe it to work optimally for both the data scientist and the employer, and then execute on it. Written by two of the experts whove achieved breakthrough optimizations at BuzzFeed, its packed with real-world examples that take you from start to finish: from ask to actionable insight. Read more