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S4 | Ep 16 | The Lean StartUp Approach to Data & Analytics with Ben Dias, Director of Data Science and Analytics at easyJet

Driven by Data: The Podcast

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Dealing with uncertainty in data science

The key approach to problem-solving involves breaking down the problem into the smallest possible dimension and quickly building and deploying a solution within three to six weeks. Feedback from users in a production environment is essential to iterate and enhance the solution. Innovation metrics should be business-focused, not just technical, to measure customer impact. It is crucial to use offline metrics to track progress efficiently. Utilizing a hypothesis-driven approach helps to tackle the riskiest components first and fail fast if necessary. Being agile about being agile involves flexibility in using the right tools and approaches for problem-solving.

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