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A lot of machine learning work has been done in python. Therefore, there are a few python modules that make the work of normalizing data, analyzing data, and training algorithms much easier. Let’s look at a few of these and if you have suggestions, please feel free to comment!

Tensorflow

Tensorflow is more of an ecosystem, but you can import it into a python project and build some pretty amazing stuff relatively quickly. You usually see it imported as just tf:

import tensorflow as tf

While it helps to have a basis in linear algebra and vector calculus that’s not entirely necessary. A tensor is an object that is similar to a vector but more general. Usually it’s an array of parts that are each a function of a coordinate. So think of tensorflow as generating these large arrays and then analyzing those coordinates and training further models based on that analysis. A common example is to generate a model of various attributes of an object, like all the...

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This document describes the security content of AirPort Base Station Firmware Update 7.8.1.

Learn about Logic Pro 10.4.