Free report! Gartner® Hype Cycle™ for Artificial Intelligence — 2023   Read now
Image
Image
  • Product
      • AI DATA DEVELOPMENT PLATFORM
      • Snorkel Flow – Programmatically label and curate your data to fine tune AI 100x faster.
      • USE SNORKEL FOR
      • Data labeling & annotation – Accelerate AI development with a data development platform powered by programmatic labeling.
      • LLM fine-tuning – Fine-tune LLMs to ensure trust, efficiency, and repeatability.
      • Model distillation – Distill foundation models and LLMs for use in production applications.
      • Enterprise AI – Benefit from enterprise-grade interoperability, security, expertise, and more.
  • Solutions
      • INDUSTRIES
      • AI for banking – Personalize customer interactions, manage risk, and improve resource
      • AI for healthcare – Speed clinical trial success, improve patient outcomes, and enhance research.
      • AI for government – Build machine learning models and AI applications across a wide variety of missions and use cases.
      • AI for insurance – Detect fraud, speed claims processing, and improve underwriting workflows.
      • AI for telecom – Assess network health, tailor customer support, and detect security risks.
      • AI APPLICATIONS
      • Document classification – Improve performance by exploiting features unique to your data with custom classification apps.
      • Named entity recognition – Solve domain-specific syntactic and semantic challenges with precise NER apps.
      • Information extraction – Collect useful text and data from virtually any table or form with flexible extraction apps.
      • Conversational AI – Automate responses to customer inquiries to improve efficiency and customer satisfaction.
      • Sentiment analysis – Tackle complex NLP challenges with nuanced sentiment analysis apps.
      • FEATURED RESOURCE
      • snorkel-solutions-featuredSnorkel Flow success stories: the ultimate collection – Learn how Snorkel Flow is powering AI innovation for the Fortune 500 and beyond.Download now
    • See all industries and AI applications
  • Technology
      • SNORKEL RESEARCH
      • Snorkel research project – Learn how Snorkel open source has advanced to production as the Snorkel Flow platform
      • Research library – Explore 100+ peer-reviewed papers as part of the Snorkel research project
      • CORE CONCEPTS
      • Data-centric AI
      • Data labeling
      • Foundation models
      • Generative AI
      • Large language models
      • Programmatic labeling
      • Weak supervision
      • FEATURED RESOURCE
      • snorkel-technology-featuredSnorkel Flow and weak supervision 101 – Discover the benefits of weak supervision for enterprise AI in this primer to Snorkel and data-centric AI.Download now
  • Case studies
      • FEATURED CASE STUDIES
      • Apple
      • Big four consulting firm
      • Georgetown University’s CSET
      • Fortune 50 bank
      • Google
      • Fortune 500 telecom
      • Intel
      • Global custodian bank
      • Memorial Sloan Kettering Cancer Center
      • Global financial services leader
      • Pixability
      • Top 3 US bank
      • Schlumberger
      • Top 5 pharma
      • Stanford Medicine
      • Top US bank
      • FEATURED RESOURCE
      • snorkel-case-study-featuredSnorkel Flow success stories: the ultimate collection – Learn how Snorkel Flow is powering AI innovation for the Fortune 500 and beyond. Download now
    • See all case studies
  • Resources
      • INSIGHTS
      • Blog – Discover the latest posts from Snorkel AI experts, industry leaders, and researchers.
      • Research papers – Explore 60+ peer-reviewed papers as part of the Snorkel research project
      • Frequently asked questions – Explore our library of FAQs on scalable AI development, Snorkel Flow, and data-centric AI
      • ENGAGE
      • Events and webinars – Attend our upcoming live webinars and events to discover new ideas and make connections.
      • Hands-on workshops – Get hands-on with Snorkel Flow in an live instructor led workshop.
      • FEATURED RESOURCE
      • snorkel-resources-featuredAn intro to programmatic labeling – See how to automate data labeling and generate massive, high-quality datasets in minutes.Watch now
  • Company
      • COMPANY
      • About us – Snorkel AI is redefining how AI applications are built. Learn about our mission, team, and culture.
      • Careers – We’re bringing together some of the best minds in AI and machine learning. Join us.
      • Press and news – Read the latest news about Snorkel AI and Snorkel Flow customers
      • PARTNERS
      • Partners – We work with an innovative ecosystem of partners focused on delivering value through data-centric AI.
      • FEATURED RESOURCE
      • snorkel-company-featuredThe Future of Data-Centric AI 2023 – Watch 30+ sessions on demand and explore the next wave of AI advancement powered by data-centric AI.Watch now
  • Get started
Get started

The Future of Data-Centric AI

By: Snorkel Team
Date: September 1, 2021

Join the community

The latest news, events, and state-of-the art research delivered to your inbox.
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.

You might also like

November 28, 2023
How to fine-tune Llama 2 in Snorkel Flow
Read More
November 16, 2023
Enterprise LLM challenges and how to overcome them
Read More
November 09, 2023
LLM distillation techniques to explode in importance in 2024
Read More

Recommended reading

How to fine-tune large language models for enterprise use cases
Hoang Tran • November 02, 2023
Read More
Snorkel Flow 2023.R3 release: PaLM integration, streamlined onboarding, and enhanced user experience
Nick Harvey • November 01, 2023
Read More
Navigating Biden’s AI executive order with AI data development
Vinny Corsi • October 31, 2023
Read More
Build high-quality AI radically faster
Find out how
Image

Product

  • Snorkel Flow
  • Label
  • Model
  • Foundation models
  • Enterprise

Solutions

AI applications

  • Document classification
  • Named entity recognition
  • Information extraction
  • Conversational AI
  • Sentiment analysis

Industry use cases

  • AI for banking
  • AI for government
  • AI for healthcare
  • AI for insurance
  • AI for telecom

Technology

  • Snorkel AI Technology
  • Data-centric AI
  • Data labeling
  • Foundation models
  • Generative AI
  • Large language models
  • Programmatic labeling
  • Weak supervision
  • Snorkel research project

Case studies

  • Apple
  • Big four consulting firm
  • Fortune 50 bank
  • Fortune 500 telecom
  • Global custodian bank
  • Global financial services leader
  • Global insurance leader
  • Google
  • Intel
  • Memorial Sloan Kettering
  • Stanford Medicine
  • Tide
  • Top 5 biotech
  • Top US bank

Resources

  • Blog
  • Events
  • FAQ
  • RAG vs. fine-tuning
  • Gartner® Hype Cycle™ for Artificial Intelligence, 2023
  • Press
  • Research papers
  • Security

Company

  • Overview
  • Careers
  • Logos and brand assets

Contact

  • Contact us
  • Request a demo

Compliance

ImageImage
Copyright © 2023 Snorkel AI, Inc. All rights reserved.
Terms of Use Privacy Cookie Policy
Image
Image
Image