Videos

Vector Representations of Graphs and the Maximum Cut Problem

GraphXD

Supporting the Data Science Lifecycle

Lecture

Fighting Poverty with Data: Research at the Intersection of Machine Learning and Global Development

Lecture

2017 Text XD Videos

TextXD

Statistical Methods and Software for the Study of Olfactory Stem Cell Differentiation Using Single-Cell Transcriptome Sequencing

Lecture

Causal Inference in the Age of Big Data

Lecture

Making NLP work for Investigative Journalism

Lecture

Inside NumPy: how it works and how we can make it better

Lecture
Python

Data for Social Good: Possibilities and Potential Pitfalls

Lecture
Laura Waller at the podium.

Computational Microscopy

Lecture

Graph Clustering Algorithms

GraphXD

On Computational Thinking, Inferential Thinking and Data Science

Lecture

Why determining the fate of the Universe forces you to learn any/every data science tool you can

Lecture

Three principles for data science: predictability, stability, and computability

Lecture

Do Steph Curry and Klay Thompson Have Hot Hands?

Lecture

From 'Static' to 'Research Ready' - Preparing Archives for Computational Text Analysis

Lecture

From Static Archive to Research-Ready Database: Preparing the Congressional Record for Computational Social Science

Lecture

Linguistic-Mediation of Visual Saliency: Using ROC to Compare Multi-Dimensional Datasets

Lecture

Predicting Animal Responses to Ocean Deoxygenation Using Novel Combinations of Data and Models

Lecture

Salvaging a Genetics Project: Identifying and Correcting Sample Mix-Ups in High-Dimensional Data

Lecture

deep.wav: Machine-Improvised Music Using Long Short-Term Memory Representation of Raw Audio

Lecture

Gender, Prestige, and Productivity in Academic Hiring Networks and Career Trajectories

Lecture

Persistent Homology as Feature Generation for Drug Discovery

Lecture

Engineering at the Intersection of Productive Efficiency, Ideology, and Ethical AI in Wikipedia

Lecture

Data Carpentry: Training to Enable More Effective and Reproducible Research

Lecture

BOOK LAUNCH: The Practice of Reproducible Research

Lecture

Connected Corridors: New Methods for Urban Traffic Management

Data Points @Cal

Data-Driven In Vivo Research

Lecture

Stealing Some of Wikimedia's Principles to Democratize Programming

Lecture

Telling Your Data Story with Bokeh

Lecture

Pages