Videos

Multi-Dimensional Arrays for Big Labeled Data

Lecture

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

Data Points @Cal

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

Data Points @Cal

Open Source Neuroscience

Lecture

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

Lecture

California Digital Library (CDL): Stephen Abrams

Data Points @Cal

Selective Inference in Regression

Lecture

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

Lecture

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

Data Points @Cal

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

Jupyter Advanced Topics Tutorial

Lecture

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

Lecture

Image Analysis in Python with SciPy and Scikit Image

Lecture

Teaching with IPython:Jupyter Notebooks and JupyterHub

Lecture

A Better Default Colormap for Matplotlib

Lecture

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

Conquering Big Data with BDAS

Lecture

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

Lecture

Effective Computation in Physics

Lecture

Reproducible Open Science with R

Lecture

NIMBLE: Programming Algorithms for Statistical Models

Lecture

Toward Cancer Prevention: Pattern Recognition Applied to Cervical Cells

Lecture

Computational Imaging with Nonlinear Inverse Problems

Lecture

Enabling Collaboration Workflows for Datasets Using Dat

Lecture

Pages