Videos

Learning Programming at Scale

Lecture

Accessible AI: Expanding the Reach of Intelligent Solutions

Lecture

Leveraging Data Science to Address Housing Affordability

Lecture
Paul Waddell

Equity and the Environment: What’s the connection?

Lecture

Project Jupyter: Architecture and Evolution of an Open Platform for Modern Data Science

Lecture
Fernando Perez

Modeling and Planning Urban Systems with Novel Data Sources

Lecture

Opportunities for Biological Discovery From Quantitative Analysis of Vast Data Sets Acquired with Advanced Microscope Technologies

Lecture

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
Joshua Blumenstock

2017 Text XD Videos

TextXD
Nick Adams, Elena Glassman, Alexandra Paxton

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

Lecture
Sandrine Dudoit

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
Nathaniel Smith

Data for Social Good: Possibilities and Potential Pitfalls

Lecture
Laura Waller at the podium.

Computational Microscopy

Lecture
Laura Waller

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
Saul Perlmutter

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

Lecture
Bin Yu

Do Steph Curry and Klay Thompson Have Hot Hands?

Lecture

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

Lecture
Nick Adams

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

Lecture
Nick Adams

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

Pages