Category: Analytics
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The Analytics Minefield: Some Lessons from the Trenches
Over 20 years in analytics has taught me one thing: most data science failures don’t come from bad math — they come from bad judgment. In this post, I expose the most common (and costly) mistakes I’ve seen in analytics and data science projects — from overpromising forecasts with limited data, to misusing dollar-based models… Read more
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Unlock Effective Analytics Solutions That Work.
The allure of data science is undeniable – transformative insights, predictive power, and game-changing optimizations. Companies invest significantly, hoping for a competitive edge. However, these efforts frequently result in unused models and insights that do not impact the business. Industry failure rates hover at 70-85%, costing billions. Read more