NumPy for Beginners in Data Science

Almost Deep Learning ( Artificial Neural Networks ) is completely based on NumPy. Tensorflow, the most popular Deep Learning framework from Google uses Tensors as its basic data structure. Tensor is a specific form of NumPy arrays. Another popular deep learning framework Theano uses NumPy under the hood. Pytorch ( from Facebook ) is another deep learning library that uses Tensors as well.

Numpy is a python package specifically designed for efficiently working on homogeneous n-dimensional arrays . Since array level operations are highly mathematical in nature, most of numpy is written in C and wrapped with Python. This is the key to numpy’s success.





This is how the Numpy Course is structured



