Jake VanderPlas


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Videos of Talks and Presentations

Below I list a few of the talks, lectures, and tutorials I've given for which video is available online.


April, 2014

Exploring Machine Learning with Scikit-Learn

PyCon 2014: A 3.5 hour introductory tutorial on Scikit-learn. [Video|notebooks]


November, 2013

Machine Learning with Scikit-Learn

PyData NYC 2013: A 1.5 hour advanced tutorial on Scikit-learn. [Video| notebook]


November, 2013

Efficient Computing with NumPy

PyData NYC 2013: A 1:30 advanced tutorial on NumPy. [Video| notebook]


November, 2013

Timeseries Analysis in SciDB

PyData NYC 2013: A half-hour talk on using SciDB in Python. [Video]


October, 2013

Unlocking the Universe with Python and LSST

RuPy 2013: A 40 minute talk on LSST for non-astronomers. [Video]


June, 2013

Opening Up Astronomy with Python and AstroML

Scipy 2013: A 20 minute talk about the astroML project [Video]


June, 2013

An Introduction to Scikit-learn

Scipy 2013: An eight-hour marathon scikit-learn tutorial co-taught with Gael Varoquaux and Olivier Grisel. Notebooks and supporting material available on GitHub.

Videos: [Part 1.1] [Part 1.2] [Part 1.3] [Part 2.1] [Part 2.2]


March, 2013

Interactive Data Visualization with Matplotlib

PyData 2013: A one-hour tutorial covering the tools to create dynamic and interactive visualizations with Matplotlib. Notebooks and other supporting material are available on GitHub. [Video]


March, 2013

An Introduction to Scikit-Learn

PyCon 2013: A three-hour tutorial introducing Machine Learning and Scikit-learn. Notebooks and other supporting material are available on GitHub. [Video]


November, 2012

Scikit-Learn Tutorial

PyData NYC 2012: A 45-minute tutorial introducing Machine Learning and Scikit-learn. Notebooks and other supporting material are available at http://astroML.org/sklearn_tutorial. [Video]


November, 2012

Object Oriented Matplotlib

PyData NYC 2012: A 45-minute tutorial introducing plotting with Matplotlib. Notebooks and other supporting material are available on http://jakevdp.github.io/mpl_tutorial/. [Video]


November, 2012

Lightning Talk: AstroML

PyData NYC 2012: A 5-minute lightning talk on the AstroML package. [Video]


July, 2012

An Introduction to Scikit-Learn

SciPy 2012: A three-hour tutorial introducing Machine Learning and Scikit-learn. Notebooks and other supporting material available at http://astroML.org/sklearn_tutorial. [Video]


July, 2012

AstroML: Machine Learning for Astronomy and Astrophysics

SciPy 2012: A 20 minute talk in the Astronomy & Astrophysics mini-symposium. Source code for the plots shown is available at http://astroML.org/. [Video]


March, 2012

Scikit-Learn Tutorial

PyData Workshop 2012: A 1 hour tutorial on Scikit-learn. Notebooks and other supporting material available at http://astroML.org/sklearn_tutorial. [Video]


November, 2011

Gravity: Lensing the Universe

Queen Anne Science Cafe: A 30 minute public talk at a Seattle pub on dark matter and gravitational lensing. [Video]