Research

The Future of Data-Centric AI – Virtual Live Event

August 31, 2021
2 min read

Join the live discussion. Learn how to unlock data-centric AI and make AI development practical in your organization

Working with vast unstructured and unlabeled data is one of the bottlenecks in the machine learning lifecycle. Machine learning models can only get as reliable and accurate as the data being fed to them. With a data-centric approach 1, your data science and MLE teams save valuable time, resources, and effort by focusing on the data itself.At Snorkel AI, we are going all-hands into making data-centric AI the new and better way of rapidly building and deploying AI applications. With state-of-the-art weak supervision and programmatic labeling approaches, Snorkel Flow aims to meet every data need of your organization, multi-class text classification, named entity recognition, and more.We are excited to announce The Future of Data-Centric AI event, set to take place on September 28, 2021, from 9 AM to 3 PM PDT. Join the conversation at a free, one-day virtual event hosted by Snorkel AI. We will bring together some of the best minds in data-centric AI from academia, research, and industry to explore the shift from model-centric practices to a data-centric approach (also referred to as Software 2.0 2) to building and deploying AI applications. Save your seat, and join us to discuss challenges, solutions, and ideas to make AI practical, both now and in the future.Some topics that will be covered are:

  • The latest data-centric AI research
  • MLOps and data-centric AI
  • The future of weak supervision

Confirmed Speakers:

The Future of Data-Centric AI live virtual summit will have Alex Ratner, Andrew Ng, Anima Anandkumar, Ce Zhang, Chelsea Finn, Dario Garcia-Garcia, Roshni Malani, Micheal D'Andrea, Xu Chu, James Zou, Sharon Li, Chris Re and many more!

Whether you are just getting started with data-centric AI, are an advanced practitioner, or are just curious about the new way of building AI applications, this event will help you deepen your understanding the approach, and its applications.  RSVP today and save your seat.If you’re interested in staying in touch with Snorkel AI, follow us on TwitterLinkedInFacebookYoutube, or Instagram, and if you’re interested in joining the Snorkel team, we’re hiring! Please apply on our careers page.


1 Core hypothesis on the data-centric approach to building and deploying AI by Alex Ratner
2 The Road to Software 2.0 or Data-Centric AI by Chris Ré

Share this article

Recommended articles

View all articles
agentic-in-action
The Standard for Agents You Can Trust: Lessons from the Federal Front Lines
In the first installment of Agentic in Action — a series about real AI deployments, not demos — Snorkel AI’s Kevin Olivieri sat down with three people who have spent their careers where trust isn’t optional: Chris Sniffen, Federal Applied AI Lead at Snorkel AI; John Hickey, President of August Schell; and Mike Baca, CIO of August Schell. The conversation focused on
June 5, 2026
Snorkel Team
collab-gym-thumbnail
Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration
At our latest Snorkel AI Reading Group, Yijia Shao (Stanford NLP) stopped by our San Francisco office to present Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration. As LLM agents get better at automating tasks on their own, a large class of real-world problems still needs a human in the loop – for their preferences, their domain expertise, or simply for control.
June 4, 2026
Alexis Sobel
Image
Benchtalks #2: The future of coding benchmarks
For our second Benchtalks, the series dedicated to the researchers building the measurement toolkits that frontier labs hill-climb on, Snorkel AI co-founder Vincent Sunn Chen sat down with John Yang, a Stanford PhD student and creator of the SWE-bench franchise, SWE-smith, CodeClash, and most recently ProgramBench. Highlights More on ProgramBench: See the benchmark and the upcoming leaderboard at programbench.com. More from John Yang: Publications and writing at john-b-yang.github.io. Snorkel
June 3, 2026
Vincent Sunn Chen
Image

Join our newsletter

For expert advice, the latest research, and exclusive events.
By submitting this form, I acknowledge I will receive email updates from Snorkel AI, and I agree to the Terms of Use and acknowledge that my information will be used in accordance with the Privacy Policy.