Scientific Computing with Python
Austin, Texas • July 6-12, 2015
 

Tutorial Participant Instructions

Please note: Once registered for a Tutorial, you will receive an invite to the Google Group

Monday July 6, 2015 - Tuesday July 7, 2015 8:00 AM - 5:00 PM

Software Carpentry (Beginner) 
Tutorial materials including an outline can be viewed here

Monday July 6, 2015 - 8:00 AM - 12:00 PM

Introduction to NumPy (Beginner) 
Eric Jones, CEO, Enthought  
Google Group 
Tutorial materials including an outline can be viewed here 

 

Machine Learning with Scikit-Learn (Intermediate)
Andreas Mueller, Assistant Research Scientist, New York University Center for Data Science
Kyle Kastner, Graduate Student, Université de Montréal

Google Group
Tutorial materials including an outline can be viewed here

 


Cython: Blend the Best of Python and C/++ (Intermediate)

Kurt Smith, Scientific Software Developer, Enthought
Google Group 
Tutorial materials including an outline can be viewed here 

 

Image Analysis in Python with SciPy and Scikit-Image (Intermediate)
Joshua Warner, Core Developer, Scikit Image/Mayo Clinic
Stéfan van der Walt, Assistant Researcher, University of California, Berkeley
Steven Silvester, Core Developer, Scikit Image

Google Group
Tutorial materials including an outline can be viewed here


Monday July 6, 2015 - 1:00 PM - 5:00 PM

Analyzing and Manipulating Data with Pandas (Beginner)
Jonathan Rocher, Scientific Software Developer, Enthought
Google Group 
Tutorial materials including an outline can be viewed here 

 

Machine Learning with Scikit-Learn (Advanced)
Andreas Mueller, Assistant Research Scientist, New York University Center for Data Science
Kyle Kastner, Graduate Student, Université de Montréal  

Google Group 
Tutorial materials including an outline can be viewed here 

 


Building Python Data Applications with Blaze and Bokeh (Intermediate) 
Christine Doig-Cardet, Data Scientist, Continuum Analytics 
Google Group 
Tutorial materials including an outline can be viewed here 


Multibody Dynamics and Control with Python (Intermediate) 
Jason Moore, Lead Developer, PyDy 
James Crist, Graduate Student, University of Minnesota 

Google Group 
Tutorial materials including an outline can be viewed here


Tuesday July 7, 2015 - 8:00 AM - 12:00 PM


Anatomy of Matplotlib (Beginner) 
Benjamin Root, Scientific Programmer, Atomspheric and Environmental Research, Inc./Matplotlib
Joe Kington, Chevron  

Google Group 
Tutorial materials including an outline can be viewed here 


Computational Statistics I (Intermediate) 
Allen Downey, Professor of Computer Science, Olin College 
Google Group 
Tutorial materials including an outline can be viewed here


Efficient Python for High-Performance Parallel Computing (Intermediate)
Mike McKerns, Co-Founder, UQ Foundation
Google Group 
Tutorial materials including an outline can be viewed here
The tutorial will require Python, NumPy, and MPI4Py to be installed, and optionally installs of Pathos and Cython. All packages can be installed under Anaconda or Canopy, with setuptools or pip, and may also be installed with Linux or Macintosh package managers.

 

Geospatial Data with Open Source Tools in Python (Intermediate)
Kelsey Jordahl, Scientific Software Developer, Enthought
Google Group 
Tutorial materials including an outline can be viewed here


Machine Learning with Scikit-Learn (Intermediate)
Andreas Mueller, Assistant Research Scientist, New York University Center for Data Science
Kyle Kastner, Graduate Student, Université de Montréal

Google Group 
Tutorial materials including an outline can be viewed here


Tuesday July 7, 2015 - 1:00 PM - 5:00 PM

Decorating Drones: Using Drones to Delve Deeper into Intermediate Python (Intermediate) 
Matt Harrison, MetaSnake
Google Group
Tutorial materials including an outline can be viewed here 


Computational Statistics II (Intermediate)
Chris Fonnesbeck, Assistant Professor, Department of Biostatistics, Vanderbilt University School of Medicine
Google Group 
Tutorial materials including an outline can be viewed here


Modern Optimization Methods in Python (Advanced)
Mike McKerns, Co-Founder, UQ Foundation
Google Group
 
Tutorial materials including an outline can be viewed here


Jupyter Advanced Topics Tutorial (Advanced)
Jonathan Frederic, Core Developer, IPython/Jupyter and California Polytechnical Institute
Matthias Bussonnier, Jupyter/Ipython, University of California, Berkeley 
Thomas Kluyver, Core Developer, IPython/Jupyter and University of California, Berkeley
Google Group 
Tutorial materials including an outline can be viewed here


Machine Learning with Scikit-Learn (Advanced) 
Andreas Mueller, Assistant Research Scientist, New York University Center for Data Science
Kyle Kastner, Graduate Student, Université de Montréal

Google Group 
Tutorial materials including an outline can be viewed here