MachineLearning101

Welcome to Machine Learning 101! Let's get started (:

Setup

1. Create a new AWS Ubuntu Deep Learning AMI instance
2. SSH into the machine to install some dependencies and run a jupyter notebooker server
3. sudo pip install tflearn
4. (OPTIONAL) If you need to disable the notebook token, run: echo "c.NotebookApp.token = u''" >> ~/.jupyter/jupyter_notebook_config.py
5. tmux
6. jupyter notebook --ip=0.0.0.0
7. Ctrl+b d; exit

For today:

• http://ec2-54-162-34-71.compute-1.amazonaws.com:8888/notebooks/MachineLearning101.ipynb

Resources

Here are some aweome resources to use next!

• Youtube:
  • Introductory ML tutorial youtube series
  • This guy
• Blogs:
  • One of my favorite ML blog series
• Classes:
  • Stanford
  • Udacity
• Codelabs:
  • https://codelabs.developers.google.com/codelabs/cloud-tensorflow-mnist
  • https://codelabs.developers.google.com/codelabs/tensorflow-for-poets
• Notes about R2:
  • https://www.youtube.com/watch?v=lng4ZgConCM