Building a Machine Learning Pipeline from Scratch/

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Managing Dependencies

Managing Dependencies

Understand the need for dependency management.

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The need for dependency management

When we write code for others to use, it’s important that we package it appropriately and provide them with everything they would need to install and run the program. Consider the following code:

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for i in range(10):
    print(i)

This code may be given to anyone as it is because everything used here is either a standard Python language feature or part of the Python standard library. However, consider the following code:

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import numpy as np
for i in np.arange(10):
    print(i)

Can we give this to another developer and ...