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Numpy

Introduction

  • Numerical Python Library – Numpy
  • Numpy is the fundamental package for numeric computing with python
  • It provides powerful ways to create, store, and/or manipulate data, which makes it able to seamlessly and speedily integrate with a wide variety of databases
  • This is also the foundation that pandas is built on which is a high-performance data-centric package
  • Using this one can perform:
    • Creating arrays with certain data types
    • Manipulating array
    • Selecting elements from arrays
    • Loading dataset into array

Memory layout of a 2D array

Import Packages

Using keyword import

import numpy as np

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