Latest posts

Generative AI essentials: what everyone needs to know about GenAI

Experts named generative AI as the most transformative technology of the decade. What is genAI, how does it work and why does it matter?

August 16, 2023

Beyond prompting: getting production quality LLM performance with Snorkel Flow

As enterprises look toward deploying LLM-powered, business-critical applications, they’re learning to use strategies beyond prompting.

Hoang Tran portrayed.
August 9, 2023

How AI and foundation models improve email surveillance for banks

Recent developments in AI tools have made email surveillance for banks better than ever. See how foundation models and Snorkel Flow can help.

Dr. Bubbles, Snorkel AI's mascot
August 8, 2023
August 4, 2023

Data fuels enterprise AI value: 6 takeaways from the Gartner Hype Cycle for Artificial Intelligence, 2023

GenAI may be the most transformative technology of the past decade but data is where enterprises are able to realize real value from AI today.

August 2, 2023

GenAI most impactful tech of the decade | Gartner AI Hype Cycle

Generative AI is at peak hype and poised to dive into the “trough of despair,” according to the 2023 Gartner® Hype Cycle™ for AI.

July 24, 2023

How we built better GenAI with programmatic data development

We used weak supervision to programmatically curate instruction tuning data for open-source LLMs to build a better GenAI.

July 19, 2023

Snorkel AI and Together AI empower enterprises to build proprietary LLMs

Snorkel AI announced a strategic partnership with Together AI to enable organizations to build their own proprietary LLMs on their data.

July 17, 2023

Snorkel Flow Summer 2023: faster, easier and more secure

This release eases Snorkel Flow application creation process and tightens the iteration loop. It also upgrades our security certifications.

Nick Harvey author profile
July 14, 2023

How NVIDIA Omniverse bolsters AI with synthetic data

NVIDIA’s Nyla Worker presented “Leveraging Synthetic Data to Train Perception Models Using NVIDIA Omniverse Replicator” in 2022.

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July 6, 2023

Google experts on practical paths to data-centricity in applied AI

Google experts Abhishek Ratna and Robert Crowe discuss practical paths to data-centricity in applied AI at The Future of Data-Centric AI ’22.

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July 5, 2023

How to build reusable data cleaning pipelines with scikit-learn

State Farm senior data scientist Jason Goldfarb presented “Reusable Data Cleaning Pipelines in Python” at the Future of Data-Centric AI 2022.

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July 3, 2023

Arize AI on How to apply and use machine learning observability

Jack Zhou, product manager at Arize, on “How to Apply Machine Learning Observability to Your ML System” from The Future of Data-Centric AI

Dr. Bubbles, Snorkel AI's mascot
June 30, 2023

The future of large language models is faster and more robust

Snorkel and affiliated academic labs have been hard at work reducing how computationally expensive large language models are.

June 29, 2023

Claypot AI CEO on why you should deploy models the hard way

Claypot AI CEO Chip Huyen presented “Platform for Real-Time Machine Learning” at Snorkel AI’s Future of Data-Centric AI 2022.

Dr. Bubbles, Snorkel AI's mascot
June 27, 2023

LLMs high priority for enterprise data science, but concerns remain

Enterprises—especially the world’s largest—are excited to use large language models, but they want to fine-tune them on proprietary data.

June 23, 2023

McKinsey QuantumBlack on automating data quality remediation with AI

Jacomo Corbo and Bryan Richardson with QuantumBlack present “Automating Data Quality Remediation With AI” at The Future of Data-Centric AI.

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June 22, 2023

Sambanova on using LLMs to squeeze value from business data

Stefano Lindt presents “Leveraging NLP to Extract Value From Business Data” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022.

Dr. Bubbles, Snorkel AI's mascot
June 20, 2023

Black Swan Data CTO on how to tackle petabyte-level learning

Peter Davio, CTO at Black Swan Data, presented “Petabyte-Level Learning” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022.

Dr. Bubbles, Snorkel AI's mascot
June 15, 2023

How Grammarly strives for superhuman communication assistance

Grammarly’s Timo Mertens presents “Toward Superhuman Communication Assistance” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022.

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June 14, 2023

The Future of Data-Centric AI Day 2: Snorkel Flow and Beyond

The Future of Data-Centric AI showcased customer to successes, took a deep look at Snorkel Flow, and announced two new solutions.

June 10, 2023

Future of Data-Centric AI day 1: LLMs changed the world

Day 1 of The Future of Data-Centric AI virtual conference 2023 featured the creator of Spark, the first U.S. Chief Data Scientist, and others.

June 8, 2023

How to import Databricks data into Snorkel Flow

Databricks customers can access their data seamlessly within the Snorkel Flow platform with a few clicks with the new Databricks connector.

June 2, 2023

How MLCommons is democratizing data with public datasets

Peter Mattson, Google senior staff engineer and president of MLCommons.org, explained MLCommons at The Future of Data-Centric AI in 2022.

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May 31, 2023

Snowflake Snowpark: cloud SQL and Python ML pipelines

Ahmad Khan, Snowflake’s head of AI /ML strategy, presented “Scalable SQL + Python ML Pipelines in the Cloud” at |The Future of Data-Centric AI in 2022.

Dr. Bubbles, Snorkel AI's mascot
May 26, 2023

Large language models: their history, capabilities and limitations

Large language models have enormous potential. But what are they? Where did they come from? And how can you make them work better?

May 25, 2023

Luminaries and enterprise veterans to speak at Future of Data-centric AI

The Future of Data-centric AI will bring together a star-studded lineup of expert speakers from ML, AI, and data science.

May 24, 2023

Stanford professor on data-centric AI for healthcare and medicine

Stanford assistant professor James Zou, presents “Responsible Data-Centric AI for Healthcare and Medicine” at The Future of Data-Centric AI.

Dr. Bubbles, Snorkel AI's mascot
May 18, 2023

Knowledge graphs: build better models and reclaim predictive value

Amy Hodler, senior director at RelationalAI, presents “Reclaim Predictive Data with Knowledge Graphs” at The Future of Data-Centric AI.

Dr. Bubbles, Snorkel AI's mascot
May 17, 2023

Capital One’s data-centric solutions to banking business challenges

Three experts gave a look into Capital One’s data-centric solutions to solve the bank’s business problems and improve customer experience.

Dr. Bubbles, Snorkel AI's mascot
May 12, 2023
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