Removing bias with machine learning to build IV
Bias in machine learning refers to the systematic and unfair favoritism or discrimination towards certain groups or individuals in the data used to train machine…
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Strategic perspectives on decision intelligence, analytics strategy, and data-driven leadership for B2B executives.
Impact and symptoms of over fitting models
Overfitting is a common challenge in machine learning models that can have significant consequences on the accuracy and performance of the models. It occurs when…
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Limitations of judge mental scorecards
Judge Mental Scorecards are tools used for evaluating and assessing individuals or situations based on predetermined criteria. These scorecards are designed to provide a systematic…
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Clustering and look alike models: benefits and risks in activation
Clustering and look alike models are powerful tools used in activation marketing to identify and target specific customer segments. Clustering is a technique that groups…
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The beginning of a commercial credit relationship: underwriting and commercial orgination best practices
Commercial underwriting plays a crucial role in credit relationships between businesses. It involves the evaluation of a borrower’s creditworthiness and the determination of the terms…
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6 key questions for commercial relationship evaluation
Commercial relationship evaluation refers to the process of assessing and analyzing the strength and effectiveness of relationships between businesses and their clients, customers, suppliers, or…
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Onboarding new partners: avoiding fraud through quality data
Partner onboarding is a critical process for businesses that rely on partnerships to expand their reach and capabilities. It involves bringing new partners into the…
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Navigating external threats in the world of changing climate
Climate change is not just an environmental issue; it is also a global security concern. The impacts of climate change are far-reaching and have the…
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Defining the relationship with how much business exposure through data driven decision
Data-driven decision making has become increasingly important in today’s business landscape. With the abundance of data available, businesses have the opportunity to make informed decisions…
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