A free virtual event to explore data-centric approaches that make AI practical.

Join us live to gain an in-depth understanding of the data-centric AI approaches and learn best practices from real-world implementations. Connect with fellow data scientists, machine learning engineers, and AI leaders from academia and industry with over 30 virtual sessions, hands-on virtual workshop, and in-person social.  

Sessions

August 3 - 4:  8:30AM - 2:30PM Pacific Time

Two days of keynotes, fireside chats, and lightning talks on the following topics. Agenda coming soon.

  • Industry applications of data-centric AI
  • Best practices to accelerate AI workflows
  • Automated labeling, cleaning and augmentation
  • Synthetic data generation
  • No-code/Low-code AI development
  • AutoML and ML frameworks
  • NLP and conversational AI
  • Monitoring and governance
  • Trustworthy AI

Snorkel Flow workshop

August 2, 9AM - 11AM Pacific Time


A two hour hands-on workshop where experts from Snorkel introduce you to the Snorkel Flow platform and show you how to build AI applications rapidly using a data-centric workflow. To learn more go here. Select the workshop option during the registration process to apply for a spot. Space is limited.  

In-person social 

August 4, 5PM - 7PM Pacific Time


If you're in the San Francisco bay area, join us for an in-person social to connect with your peers in the data science and AI/ML community. Location details coming soon. Select the in-person social option during the registration process to join us. Space is limited.

Agenda

A wholistic representation towards integrated AI

Presenter: Xuedong Huang AZURE AI


Applying engineering practices to data-centric AI

Presenter:  Matei Zaharia, DATABRICKS 


Automating data quality remediation with AI

Presenters: Bryan Richardson + Jacamo Corbo, MCKINSEY & COMPANY


Cleanlab: Datasets that fix themselves

Presenter: Curtis Northcutt, MIT


Closer look at the role of data in achieving fairness in the job ecosystem

Presenter: Sakshi Jain, LINKEDIN


Data and manual annotation monitoring for training data management

Presenter: William Huang, CAPITAL ONE


Data selection for data-centric AI: data quality over quantity

Presenter:  Cody Coleman, CO-ACTIVE AI

 

Data-centric AI at comcast in voice and conversational interfaces
Presenter:  Jan Neumann, COMCAST

 

DataPerf: benchmarks for data-centric AI development

Presenter:  Vijay Janapa Reddi, HARVARD UNIVERSITY


HoloClean and Kamino: Structured Learning for Data Cleaning and Private Data Generation A

Presenter: Ihab Ilyas, APPLE


Leveraging synthetic data to train perception models using NVIDIA omniverse replicator

Presenter: Nyla Worker, NVIDIA


Machine Learning at Bloomberg

Presenter:  Gary Kazantsev, BLOOMBERG


MLCommons and Public Datasets

Presenter:  Peter Mattson, GOOGLE 


NASA spaceML worldview search: a NoCode earth & natural disaster dataset curator from unlabeled petabyte scale imagery

Presenter:  Anirudh Koul, PINTEREST


Petabyte-level learning

Presenter:  Peter Davio, BLACK SWAN DATA


Practical paths to data-centricity in applied AI

Presenter: Robert Crowe, GOOGLE 


Recommender systems at KeyBank

Presenter:  Ty Tinker, KEYBANK 

Repeatability, responsibility, & reliability – three Rs to make ML models more trustworthy

Presenter:  Sriram Subramanian, IDC


Reusable Data Cleaning Pipelines in Python

Presenter: Jason Goldfarb, STATEFARM


Scaling NLP to the next 1,000 languages

Presenter:  Sebastian Ruder, GOOGLE 


Toward Superhuman Communication Assistance

Presenter: Timo Mertens,  GRAMMARLY


Transforming drug discovery using digital biology

Presenter:  Daphne Koller, INSITRO


Unmasking Human Trafficking Risk in Commercial Sex Supply Chains with Machine Learning

Presenter: Hamsa Sridhar Bastani, WHARTON SCHOOL, UNIVERSITY OF PENNSYLVANIA 


....and more! 

 

Follow #datacentricAI on LinkedIn and Twitter! 

SPEAKERS
Aarti Bagul
Aarti Bagul
Machine Learning Solutions Engineer
SNORKEL AI
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Abhishek Ratna
Abhishek Ratna
TensorFlow Core ML
GOOGLE
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Alex Ratner
Alex Ratner
CEO and co-founder
SNORKEL AI
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Anirudh Koul
Anirudh Koul
AI Researcher
PINTEREST
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Anoop Sinha
Anoop Sinha
Sr. Applied Research Scientist Manager
META AI
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Aparna Dhiakaran
Aparna Dhiakaran
Co-Founder and CPO
ARIZE
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Bayan Bruss
Bayan Bruss
Sr. Director, Applied ML Research
CAPITAL ONE
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Bryan Richardson
Bryan Richardson
Associate Partner
MCKINSEY & COMPANY
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Ce Zhang
Ce Zhang
Assistant Professor
ETH ZURICH
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Chip Huyen
Chip Huyen
Co-Founder & CEO
CLAYPOT AI
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Cody Coleman
Cody Coleman
CEO and Co-founder
COACTIVE AI
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Curtis Northcutt
Curtis Northcutt
CEO & Co-Founder
CLEANLAB
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Daniel Wu
Daniel Wu
Head of AI & Machine Learning, Commercial Banking
JPMORGAN CHASE
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Daphne Koller
Daphne Koller
Founder and CEO
INSITRO
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Devang Sachdev
Devang Sachdev
VP Marketing
Snorkel AI
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Erin Babinsky
Erin Babinsky
Data Scientist
CAPITAL ONE
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Fait Poms
Fait Poms
Senior Applied Research Scientist
Snorkel AI
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Frederic Sala
Frederic Sala
Assistant Professor
UNIVERSITY OF WISCONSIN CS
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Gary Kazantsev
Gary Kazantsev
Head of Quant Technology Strategy
BLOOMBERG
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Hamsa Sridhar Bastani
Hamsa Sridhar Bastani
Assistant Professor of Operations, Information, and Decisions
WHARTON SCHOOL, UNIVERSITY OF PENNSYLVANIA
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Ian Eisenberg
Ian Eisenberg
Head of Data Science
CREDO AI
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Ihab Ilyas
Ihab Ilyas
Professor, University of Waterloo; Head of Knowledge Graph Platform, Apple
UNIVERSITY OF WATERLOO, APPLE
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Imen Grida Ben Yahia
Imen Grida Ben Yahia
Tech Lead - AI Empowered Networks Program
ORANGE
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Jacomo Corbo
Jacomo Corbo
Chief Scientist and Cofounder
QUANTUMBLACK
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James Zou
James Zou
Assistant Professor
STANFORD UNIVERSITY
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Jan Neumann
Jan Neumann
VP, Machine Learning
COMCAST
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Jason Fries
Jason Fries
Research Scientist
STANFORD UNIVERSITY
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Jason Goldfarb
Jason Goldfarb
Senior Data Scientist
STATE FARM
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John Cadley
John Cadley
Bioinformatics Engineer
MEMORIAL SLOAN KETTERING CANCER CENTER
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Julien Simon
Julien Simon
Chief Evangelist
HUGGING FACE
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Kevin Petrie
Kevin Petrie
Vice President of Research
ECKERSON GROUP
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Kishore Mosaliganti
Kishore Mosaliganti
Head of Data ML
CAPITAL ONE
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Laurence Moroney
Laurence Moroney
AI Lead
GOOGLE
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Luke de Oliveira
Luke de Oliveira
Director of Machine Learning
TWILIO
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Maduh Lokanath
Maduh Lokanath
Engineering Manager - Product Owner MetaPix - A DataCentric AI Development Platform
FORD MOTOR COMPANY
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Mark Polyak
Mark Polyak
President, North America Analytics
IPSOS
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Matei Zaharia
Matei Zaharia
Cofounder & Chief Technologist
DATABRICKS
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Matt Churgin
Matt Churgin
Lead Data Scientist
CVS HEALTH
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Mike Trizna
Mike Trizna
Data Scientist
SMITHSONIAN INSTITUTION
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Monisha Manoharan
Monisha Manoharan
Senior Big Data and Cloud Engineer
SCHLUMBERGER
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Nyla Worker
Nyla Worker
Product Manager
NVIDIA
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Peter Davio
Peter Davio
CTO
BLACK SWAN DATA
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Peter Mattson
Peter Mattson
Senior Staff Engineer
GOOGLE
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Prag Sharma
Prag Sharma
Global Head of Artificial Intelligence
CITI
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Prasanna Balaprakash
Prasanna Balaprakash
Computer Scientist
ARGONNE NATIONAL LABRATORY
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Ravi Gopalakrishnan
Ravi Gopalakrishnan
Global Head of Commercial Data Science
ASTRAZENECA
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Richard Finkelman
Richard Finkelman
Managing Director
BERKELEY RESEARCH GROUP LLC
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Robert Crowe
Robert Crowe
TensorFlow Developer Engineeer
GOOGLE
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Ron Papka
Ron Papka
Managing Director
Bank Of America
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Sakshi Jain
Sakshi Jain
Senior Manager of Responsible AI (Equity and Explainability)
LINKEDIN
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Sam Charrington
Sam Charrington
Host, The TWIML AI Podcast
TWIML
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Sebastian Ruder
Sebastian Ruder
Research Scientist
GOOGLE
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Sharon Li
Sharon Li
Assistant Professor
UNIVERSITY OF WISCONSIN- MADISON
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Sirisha Rella
Sirisha Rella
Technical Product Marketing Manager
NVIDIA
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Stephen Bach
Stephen Bach
Assistant Professor of Computer Science
BROWN UNIVERSITY
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Subrata Chatterjee
Subrata Chatterjee
Principal Data Scientist
MEMORIAL SLOAN KETTERING CANCER CENTER
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Swati Gupta
Swati Gupta
Fouts Family Early Career Professor
GEORGIA INSTITUTE OF TECHNOLOGY
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Timo Mertens
Timo Mertens
Head of ML and NLP Products
GRAMMARLY
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Tulsee Doshi
Tulsee Doshi
Head of Product - Responsible AI and Human-Centered Technology
GOOGLE
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Ty Tinker
Ty Tinker
Data Scientist
KEYBANK
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Vijay Janapa Reddi
Vijay Janapa Reddi
John L. Loeb Associate Professor of Engineering and Applied Sciences
HARVARD UNIVERSITY
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Volkmar Scharf-Katz
Volkmar Scharf-Katz
Data Science Lead
WELLS FARGO
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William Huang
William Huang
Senior Data Scientist
CAPITAL ONE
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Xuedong Huang
Xuedong Huang
Technical Fellow & Chief Technology Officer
AZURE AI
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