Exploring Python Ecosystem for Machine Learning: Things you should know

It is a Python library that provides a multidimensional array object, including mathematical, logical, matrix manipulation, sorting, I/O, discrete Fourier transforms, basic linear algebra, basic statistical operations, random simulation and much more. In particular, it offers data structures and operations for manipulating numerical tables and time series. Theano is a numerical computation library for Python. In Theano, computations are expressed using a NumPy-esque syntax and compiled to run efficiently on either CPU or GPU architectures. TensorFlow is a Machine Learning framework created by Google for creating Deep Learning models. Deep Learning is a category of machine learning models that use multi-layer neural networks.