Tag Archives: exploratory data analysis

The balance of exploratory analysis and development

Exploratory analysis should precede and follow any task from the modelling, design and development to the benchmarking. Major problem is how do you share, track and monitor your findings? How do you make your analysis repeatable and scrutinizable from the outside? This is still an open problem. Continue reading

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Posted in Agile, Machine Learning, Uncategorized | Tagged , | 2 Comments

Agile Data Science Iteration 0: The Initial Investigation

At this stage you should have a clear statement of what problem you are trying to solve and how you can objectively measure the quality of any possible solution regardless of what the final implementation will be. It’s time to start doing some initial research. Continue reading

Posted in Agile | Tagged , , | 6 Comments