Data Science Blog

Machine learning & data science for beginners and experts alike.
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You want to jump right into that fantastic dataset, but wait! Let's do some exploration to map out your journey and gain even more insight.

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Feature engineering is challenging because it depends on leveraging human intuition to interpret implicit signals in datasets that machine learning algorithms use. Consequently, feature engineering is often the determining factor in whether a data science project is successful or not.

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An industry report from 2015 found that one out of every six legitimate cardholders experienced at least one declined transaction because of inaccurate fraud detection in the past year.

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