candidosales / machine-learning

Studies about on ML / DL

Install

To Python 2.7 install dependencies

sudo apt-get install build-essential python-dev python-setuptools python-numpy python-scipy libatlas-dev libatlas3gf-base

After install scikit learn, pandas, numpy and matplotlib

pip install -U scikit-learn
pip install pandas numpy
sudo apt-get install python-matplotlib

References:

• https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/

• https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471#.wcbc84wr2

• https://www.youtube.com/user/aicourses

• https://news.ycombinator.com/item?id=13264102

• https://deeplearning4j.org/deeplearningforbeginners

• https://github.com/songrotek/Deep-Learning-Papers-Reading-Roadmap

• https://www.youtube.com/channel/UCWN3xxRkmTPmbKwht9FuE5A

• https://github.com/rasbt/pattern_classification/blob/master/resources/machine_learning_ebooks.md

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

• https://docs.microsoft.com/en-us/azure/machine-learning/machine-learning-basics-infographic-with-algorithm-examples