Numpy Getting Started | Python Programming For Beginners | Machine Learning | Data Science
Numpy Tutorial:
What is Numpy?
why we use numpy over python lists?
Numpy Installation
NumPy = Numerical Python
Numpy is
an open source Python Library
to manipulate homogeneous data in arrays
Faster, consumes less memory, easy to use
pip installation
$ Pip install numpy
conda installation
$ conda install numpy
upgrade numpy
$ pip install numpy --upgrade
install with no cache (troubleshoot tip)
$ pip install numpy --no-cache-dir
Install Inside virtualenv
$ virtualenv my_env --python=python3.6 (If No virtualenv present)
$ source my_env/bin/activate
$ Pip install numpy --upgrade --no-cache-dir
Verify Installation
Method1: $ pip freeze | grep -i numpy
Method2: import numpy as np
print(np.__version__)
np.array()
np.zeros()
np.ones()
np.empty()
np.arange()
np.linspace()
Referernce: https://numpy.org/
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