Trudie Constable

Secret to Getting the Most Out of a Machine Learning Solution

Reading Time 4 minutesEven if you don’t work in a technical field, chances are that you’ve heard of the term “DevOps” which relates to how software is developed, maintained and delivered within a business. DevOps is not suitable for an end-to-end machine learning solution because traditional software system behaviour is generally governed by fixed rules specified in code. On the contrary, ML system is very dynamic and far more complex, making it very difficult to apply DevOps principles.

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The Right Questions Every Data Scientist Should Ask

Reading Time 4 minutesIf you’ve worked on a data science or analytics project before, you might be familiar with the saying that a data scientist is someone who is very successful at solving the wrong problem.

It’s meant in jest, of course. But when you’re working with multiple data sources and stakeholders, it’s easy to see how starting out even slightly off track.

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