Machine Learning 2018 - Lecture Zero

Summary

This contains the files used in lecture zero of the Machine Learning course of 2018.

Goals

To introduce Python and several tools of numpy, pandas, matplotlib, scikit-learn, scikit-image, keras, and tensorflow, to future students of machine learning.

Requirements Installation

Windows or Mac:
install Anaconda
https://www.anaconda.com/download/ (download python3)

Ubuntu:
sudo apt install python3-pip
pip3 install --user --upgrade scikit-learn pandas scikit-image matplotlib keras tensorflow

Authors:

Ricardo Cruz, Eduardo Castro, João Ribeiro Pinto.
INESC TEC, FCUP & FEUP, University of Porto.