Videos

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 Pérez

Conquering Big Data with BDAS

Lecture
Jey Kottalam

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

Lecture

Effective Computation in Physics

Lecture
Kathryn D. Huff

Reproducible Open Science with R

Lecture
Karthik Ram

NIMBLE: Programming Algorithms for Statistical Models

Lecture
Daniel Turek

Toward Cancer Prevention: Pattern Recognition Applied to Cervical Cells

Lecture
Daniela Ushizima

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

Data Science for Social Good: Using Your Powers To Make a Social Impact!

Lecture

Visualizing Multidimensional Data with D3.js

Lecture

Election Forensics: Distinguishing Strategic Behavior from Frauds

Lecture

Municipal Governments' Use of Open Data

Lecture

OpenVDB: An Open Source Data Structure and Toolkit for High-Resolution Volumes

Lecture

Big Data Mapping: Modern Tools for Geographic Analysis and Visualization

Lecture

A Case Study in Reproducible Data Science: Measuring and Modeling Human Brain Connectivity

Lecture

Data Science Lecture Series: Maximizing Human Potential Using Machine Learning-Driven Applications

Lecture

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