Archive: Interactive Data Analysis
357 views · Published 20 November 2013 · 28:06 · Indexed 21 October 2026
Channel: UW Video · 2013 · Education
Data analysis is a complex process with frequent shifts among data formats and models, and among textual and graphical media. We are investigating how to better support this lifecycle of analysis by identifying critical bottlenecks and developing new methods at the intersection of data visualization, machine learning and computer systems. Can we empower users to transform and clean data without programming? Can we design scalable representations and systems to visualize and query big data in real-time? How might we enable domain experts to guide machine learning methods to produce better models? I will present selected projects that attempt to address these challenges and introduce new tools for interactive visual analysis. Jeffrey Heer Associate Professor UW Computer Science & Engineering The University of Washington is committed to ensuring digital accessibility in our services, programs, and activities. If you encounter accessibility barriers using videos found on this channel, please contact UW Video at uwvideo [at] uw [dot] edu.
More from this channel
-
54:45
Archive: Usable Privacy and Security: Protecting People from Online Phishing Scams
-
58:27
Archive: Technology for Long-Term Care: Scaling Elder Care to the Next Billion
-
53:34
Archive: Closing the Innovation Gap
-
52:34
Archive: Hardness Amplification by Repetition
-
54:57
Archive: Network Coded Wireless Architecture
-
58:16
Archive: Thinking Historically about Thinking Historically: Identity Politics to Ethical Action
-
27:18
Archive: Eastside Specialty Center: Coordination of Care
-
22:35
Archive: Innovations in Spine Care