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Life Around Data

On data science, engineering, humans, teams, and life in general

Category: Teams

November 3, 2018January 13, 2020 Sergei Izrailev

Over-the-Wall Data Science and How to Avoid Its Pitfalls

Data Science, Machine Learning, Product Management, Teams

Over-the-wall data science is a common organizational pattern for deploying data science team output to production systems. A data scientist develops an algorithm, a model,

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September 14, 2018January 13, 2020 Sergei Izrailev

Four Machine Learning Skills of a Successful AI Team

AI, Machine Learning, Teams

In the past few years, several trends accelerated adoption of AI for business applications. The abundance of data, cheap computing, advances in AI algorithms, and

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