Welcome to Machine Learning and Data Science

Installation and Package requirments

Python, packages, git

Jupyter

Tensorflow

Keras

Note: Currently not using Ananconda package for this project

Steps to Install Python 2.7 on Ubuntu 14.04

$sudo apt-get update

$ sudo apt-get install build-essential checkinstall

$ sudo apt-get install libreadline-gplv2-dev libncursesw5-dev libssl-dev libsqlite3-dev tk-dev libgdbm-dev libc6-dev libbz2-dev

$ wget https://www.python.org/ftp/python/2.7.13/Python-2.7.13.tgz

$ tar xzf Python-2.7.13.tgz

$ cd Python-2.7.13

$ sudo ./configure

$ make –j20

$ sudo make install

Installing python packages

$sudo pip install matplotlib

$sudo pip install sklearn

$sudo pip install scipy

$sudo pip install pandas

$sudo pip install seaborn

$sudo pip install xlrd

Installing git

$ sudo apt install git

Steps to Install Jupyter

$pip install --upgrade setuptools pip

$pip install jupyter

Tensorflow (1.0)

$sudo pip install https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.0.0rc1-cp27-none-linux_x86_64.whl

Installing Keras

$ pip install keras

Note: Verified on Ubuntu 14.04