Machine learning and statistics with python

Introduction to Keras :   Keras is a high-level neural networks API, capable of running on top of Tensorflow , Theano, and CNTK . It enables fast experimentation through a high level, user-friendly, modular and extensible API. Keras can also be run on both CPU and GPU. Keras was developed and is maintained by Francois Chollet and is part of the Tensorflow core, which makes it Tensorflows preferred high-level API. In this article, we will go over the basics of Keras including the two most used Keras models ( Sequential and Functional ), the core layers as well as some preprocessing functionalities. Downloading keras in ubuntu(linux): First we will show how to download it. All the guidance of download is for ubuntu(linux) command line. For windows downloading of keras, follow here . You need tensorflow backend to run Keras. So, first in ubuntu 18.04, go to command, write bash. Then bash line with $ will open. Now, write pip3 install tensorflow It is gonna...