Machine learning

• Présentation au collège de France de Yann Le Cun, spécialiste français du marchine learning qui travaille pour le lab de Facebook sur l'intelligence artificielle L'apprentissage profond : une révolution en intelligence artificielle

Ainsi que ses cours;

• Neural Networks and Deep Learning by Michael Nielsen http://neuralnetworksanddeeplearning.com

• Learn machine learning course by email

http://machinelearningmastery.com

• Mini starting project in python

http://machinelearningmastery.com/machine-learning-in-python-step-by-step/

• List of machine learning algorithms

http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/

• Machine learning / nice introduction with simple language

https://medium.com/machine-learning-for-humans/why-machine-learning-matters-6164faf1df12

• GitHub project with huge list of resources on machine learning

  https://github.com/vicky002/AlgoWiki/blob/gh-pages/Algorithms/Sources.md

Installing python

• Download 2.7 version of python

• Download [anaconda]https://www.continuum.io/downloads an installer for SciPy suite http://scipy.org/install.html

Installing Torch (a framework on Lua)

• https://github.com/torch/distro

Machine learning libraries on github

• Pix2Pix:

  Library to transform a sketch in its photo realistic equivalent based on the training of thousands of images

  https://github.com/phillipi/pix2pix

The port in tensor flow [https://github.com/affinelayer/pix2pix-tensorflow] (https://github.com/affinelayer/pix2pix-tensorflow)

Machine learning tutorials

• https://hackernoon.com/training-a-deep-learning-model-to-steer-a-car-in-99-lines-of-code-ba94e0456e6a#.aq62gjg9a

Datasets

• SVHN: Street View House Numbers visual database of street signs 600 000 images...