halessi / ml-study

ML Learning Sabbatical Study Materials

ML Study

Notebooks and programs for machine learning study

Setup

1. Install Anaconda
2. Install python libraries

pip install bcolz
pip install theano
pip install keras

Tools

Tutorials and cheat sheets for libraries and tools

Pandas

• Awesome Guide
• My Cheatsheet
• Quickstart
• Plotting

Numpy

• Python Data Science (Numpy, Matplotlib, Pandas)

Scikit-learn

Data School ML Basics with Scikit

Keras

• Setup

Tensorflow

Tutorial on Tensorflow

Matplotlib

• 3D Plots
• Colormaps

Tmux

• Wiki on Tmux

Resources

• Fast.ai Wiki
• Python ML Mini-Course
• First Neural Network with Keras