Archives for model governance framework
The key thing to remember is that we need a governance process but, at the same time, innovation and experimentation cannot be stifled. Finding a process that ensures robust and reliable data science models while encouraging learning and out-of-the-box...
The challenge and the temptation to try to apply these models to real-world problems are very significant. The complexity can get very deceptive and lead to suboptimal outcomes. The speed of building something complex often outweighs the solution's usefulness.
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