Mon July 6, 2015 | ||||
7:30 AM- 8:00 AM | Breakfast Served in the Tejas Room on Level 2 | |||
8:00 AM - 12:00 PM | Basics | Statistics and Machine Learning | Perfomance and Optimization | Special Topics |
Introduction to NumPy (Beginner) Room 105 Eric Jones, CEO, Enthought | Machine Learning with Scikit-Learn (Intermediate) (Monday Session) Room 203 Andreas Mueller, Assistant Research Scientist, New York University Center for Data Science Kyle Kastner, Graduate Student, Université de Montréal | Cython: Blend the Best of Python and C/++ (Intermediate) Room 106 Kurt Smith, Scientific Software Developer, Enthought | Image Analysis in Python with SciPy and Scikit-Image (Intermediate) Room 101 Joshua Warner, Core Developer, Scikit Image/Mayo Clinic Stéfan van der Walt, Assistant Researcher, University of California, Berkeley Steven Silvester, Core Developer, Scikit Image | |
12:00 PM - 1:00 PM | Lunch Break See "Venue and Local Info" tab for suggestions | |||
1:00 PM - 5:00 PM | Basics | Statistics and Machine Learning | Perfomance and Optimization | Special Topics |
Analyzing and Manipulating Data with Pandas (Beginner) Room 105 Jonathan Rocher, Scientific Software Developer, Enthought | Machine Learning with Scikit-Learn (Advanced) (Monday Session) Room 203 Andreas Mueller, Assistant Research Scientist, New York University Center for Data Science Kyle Kastner, Graduate Student, Université de Montréal | Building Python Data Applications with Blaze and Bokeh (Intermediate) Room 106 Christine Doig-Cardet, Data Scientist, Continuum Analytics | Multibody Dynamics and Control with Python (Intermediate) Room 101 Jason Moore, Lead Developer, PyDy James Crist, Graduate Student, University of Minnesota |
Tues July 7, 2015 | ||||
7:30 AM - 8:00 AM | Breakfast Served in the Tejas Room on Level 2 | |||
8:00 AM - 12:00 PM | Basics | Statistics and Machine Learning | Perfomance and Optimization | Special Topics |
Anatomy of Matplotlib (Beginner) Room 101 Benjamin Root, Scientific Programmer, Atmospheric and Environmental Research, Inc/Matplotlib Joe Kington, Chevron | Computational Statistics I (Intermediate) Room 203 Allen Downey, Professor of Computer Science, Olin College | Efficient Python for High-Performance Parallel Computing (Intermediate) Room 106 Mike McKerns, Co-Founder, UQ Foundation | Geospatial Data with Open Source Tools in Python (Intermediate) Room 105 Kelsey Jordahl, Scientific Software Developer, Enthought | |
8:00 AM - 12:00 PM | Statistics and Machine Learning | |||
Machine Learning with Scikit-Learn (Intermediate) (Tuesday Session) Room 201 Andreas Mueller, Assistant Research Scientist, New York University Center for Data Science Kyle Kastner, Graduate Student, Université de Montréal | ||||
12:00 PM - 1:00 PM | Lunch Break See "Venue and Local Info" tab for suggestions | |||
1:00 PM - 5:00 PM | Basics | Statistics and Machine Learning | Perfomance and Optimization | Special Topics |
Decorating Drones: Using Drones to Delve Deeper into Intermediate Python (Intermediate) Room 105 Matt Harrison, MetaSnake | Computational Statistics II (Intermediate) Room 203 Chris Fonnesbeck, Assistant Professor, Department of Biostatistics, Vanderbilt University School of Medicine | Modern Optimization Methods in Python (Advanced) Room 106 Mike McKerns, Co-Founder, UQ Foundation | Jupyter Advanced Topics Tutorial (Advanced) Room 101 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 | |
1:00 PM - 5:00 PM | Statistics and Machine Learning | |||
Machine Learning with Scikit-Learn (Advanced) (Tuesday Session) Room 201 Andreas Mueller, Assistant Research Scientist, New York University Center for Data Science Kyle Kastner, Graduate Student, Université de Montréal |