/machine-learning

Primary LanguagePython

machine-learning

First steps into machine learning with Python and Tensorflow. This will be a series of steps and files into the basics of supervised learning

Requirements:

  • Python 3
  • Anaconda
  • GraphViz

Installing requirements

Be mindful that you will need to download anaconda for the version of python you will download. Most Linux distros already come with it.

Windows

Python: https://www.python.org/downloads/

Anaconda: https://www.continuum.io/downloads

GraphViz: http://graphviz.org/Download..php

Ubuntu:

Python:

➜ sudo apt-get install python

Anaconda:

➜ cd downloads && wget https://repo.continuum.io/archive/Anaconda3-4.4.0-Linux-x86_64.sh

➜ sha256sum Anaconda3-4.4.0-Linux-x86_64.sh

➜ 3301b37e402f3ff3df216fe0458f1e6a4ccbb7e67b4d626eae9651de5ea3ab63

➜ bash Anaconda3-4.4.0-Linux-x86_64.sh

GraphViz:

Content:

Lesson one: Creating your first classifier

Files:

  • hello-world.py

Contents:

  • Supervised learning
  • Classifier
  • Features and labels
  • Decision tree