Videos

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

Replication, Communication, and the Population Dynamics of Scientific Discovery

Lecture

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