Videos

Geospatial Innovation Facility (GIF): Nancy Thomas

Lecture

Steps to Greatly Reducing the Number and Impact of Megafires

Lecture

Computational Thinking and the Pedagogy of Computable Content

Lecture

Experimental Social Science Laboratory (Xlab): Don Moore

Lecture

Reflections on Data Science in Some Real-World Applications

Lecture

Computational Cognitive Science Lab (CoCoSci): Tom Griffiths

Lecture

Multi-Dimensional Arrays for Big Labeled Data

Lecture

LBL Computational Research Division (CRD): David L. Brown

Lecture

When to Post on Social Networks

Lecture

NASA Earth Exchange (NEX): Big Data Challenges, High-Performance Computing, and Machine Learning Innovations

Lecture

Center for Computational Biology (CCB): Rasmus Nielson

Lecture

Open Source Neuroscience

Lecture

Bringing PyData and Other Native-Code Stacks to the World's Data

Lecture

California Digital Library (CDL): Stephen Abrams

Lecture

Selective Inference in Regression

Lecture

How We Designed Matplotlib's New Default Colormap (and You Can Too)

Lecture
Nathaniel Smith

Center for Information Technology Research in the Interest of Society (CITRIS): Camille Crittenden

Lecture

SFrame and SGraph: Scalable External Memory Data Frame and Graph Structures for Machine Learning

Lecture
Python

Exploring Open Source Community Dynamics with BigBang

Lecture

PyRK: A Python Package for Nuclear Reactor Kinetics

Lecture
Kathryn D. Huff

Jupyter Advanced Topics Tutorial

Lecture
Matthias Bussonnier

Jupyter/Ipython: State of Multi-User and Real-Time Collaboration

Lecture
Matthias Bussonnier

Image Analysis in Python with SciPy and Scikit Image

Lecture
Stéfan van der Walt

Teaching with IPython:Jupyter Notebooks and JupyterHub

Lecture

A Better Default Colormap for Matplotlib

Lecture
Nathaniel Smith, Stéfan van der Walt

Pipelines for Data Analysis

Lecture
R

Data Science at The New York Times: How a 164-Year-Old Content Company Became Data Driven

Lecture

IPython and Project Jupyter: Data Science at Your Fingertips

Lecture
Python
Fernando Perez

Conquering Big Data with BDAS

Lecture
Jey Kottalam

Enabling Low-Carbon Communities: Smart Planning Tools for Place-Based Solutions

Lecture

Pages