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Data that are generally available in the real world are not ready for consumption for machine learning activities. A crude but real-life analogy is depicted by the following picture.
Figure 3-1
Showing data transformation analogy
However hilarious or not you find this analogy, this is true. The data that are available in the wild need repetitive modifications before it can be fed to a machine ...
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