Tutorials.md

PyCon 2015 Tutorials

Machine Learning with Scikit-Learn (I)

• By: Jake VanderPlas
• Youtube Video
• Author's Repo (fork)
• iPython Notebooks

Machine Learning with Scikit-Learn (II)

• By: Olivier Grisel
• Youtube Video
• Author's Repo (fork)
• iPython Notebooks

Statistical Inference in Python

• By: Allen Downey
• Youtube Video
• Presentation Slides
• Author's Repo (fork)
• iPython Notebooks

Bayesian Statistics Made Simple

https://sites.google.com/site/simplebayes/home/pycon-2015

Python by Immersion

https://www.youtube.com/watch?v=RVNIdoepdzU

Pandas From The Ground Up

https://www.youtube.com/watch?v=5JnMutdy6Fw

Orlando Karam - Introduction to Spark with python

https://www.youtube.com/watch?v=9xYfNznjClE

Making Beautiful Graphs in Python and Sharing Them (Plotly)

https://www.youtube.com/watch?v=9F_kkf7CDQs

IPython & Jupyter in depth: high productivity interactive and parallel python

https://www.youtube.com/watch?v=05fA_DXgW-Y

Hands-on Data Analysis with Python

https://www.youtube.com/watch?v=L4Hbv4ugUWk

Winning Machine Learning Competitions With Scikit-Learn

https://www.youtube.com/watch?v=gDbaCIE0mrA

Hands-on with Pydata: how to build a minimal recommendation engine

https://www.youtube.com/watch?v=F6gWjOc1FUs