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The Data Science Project Checklist

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data science project checklist

What do flight attendants, surgical teams, and successful data science project managers have in common? They all use a checklist. Why? Although every surgery, project, and flight is different, each has a repeatable pattern. And checklists can help remind us of each step and major consideration. Don’t reinvent the wheel. Start with a base data […]

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What is Machine Learning Operations?

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So you just completed a machine learning model and got great results! Mission accomplished? Not quite. Rather, you’re probably still early in your journey because … “No machine learning model is valuable, unless it’s deployed to production.” – Luigi Patruno …And even after you deployed your model, you’re still not done. Rather, you probably want […]

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Managing Machine Learning Projects

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Machine Learning Project Management is of growing importance If you are leading machine learning projects, you have probably noticed (or soon will notice) that machine learning project management is of growing importance and that it would be extremely helpful to have a repeatable agile process framework that helps to ensure the team can generate useful […]