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project
2 posts
The North Star : Make Smart Decisions Faster
As a person that develops technology solutions, your toughest challenges are rarely technical. Often it’s people, complex business rules, and dysfunctional behaviors that result in bloated, over-engineered solutions that ultimately fail. We often skip building a proper business foundation because it’s sexier to fail fast and fail often, but if you’re already under-capitalized, the best thing you can do is lay a proper foundation that allows you to simplify your decisions.
Characteristics of Machine Learning solutions
It is estimated that 87% of data science projects never reach production. One of the pitfalls to developing a production-ready machine learning solution is the ability to define if it's an appropriate tool for solving the problem. Not every problem should be solved with machine learning.