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McCormick, Keith
Data Science Foundations: Data Assessment for Predictive Modeling
: LinkedIn , 2020 - 04:03:20

CRISP-DM, the cross-industry standard process for data mining, is composed of six phases. Most new data scientists rush to modeling because it's the phase in which they have the most training. But ...
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McCormick, Keith
Advanced Predictive Modeling: Mastering Ensembles and Metamodeling
: LinkedIn , 2019 - 01:10:50.00

Ensembles involve groups of models working together to make more accurate predictions. When creating complete deployed solutions, data scientists may also leverage passing data from one model to an...
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McCormick, Keith
Machine Learning and AI Foundations: Classification Modeling
: LinkedIn , 2018 - 02:00:59.00

One type of problem absolutely dominates machine learning and artificial intelligence: classification. Binary classification, the predominant method, sorts data into one of two categories: purchase...
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McCormick, Keith
Machine Learning and AI Foundations: Predictive Modeling Strategy at Scale
: LinkedIn , 2018 - 01:21:26.00

Building world-class predictive analytics solutions requires recognizing that the challenges of scale and sample size fluctuate greatly at different stages of a project. How do you know how much da...
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