Snorkel AI
An AI infrastructure company incubated from the Stanford AI Lab, specializing in programmatic data labeling and weak supervision learning techniques.
Timeline (last 90 days)
On episode 57 of Chain of Thought, Snorkel AI's Alex Ratner said that to get models to do something different, you don't do brain surgery on neurons or reinvent the algorithm architecture — you go get data.
Snorkel AI is a company focused on data and reinforcement learning environments that has experienced explosive growth in recent years.
Vincent Sun Chen of Snorkel AI participated in this dinner conversation, which is the third installment of the founder dinner series.
Snorkel AI originated from a research project at Stanford University.
Snorkel AI was early known for its programmatic labeling technology, advocating the use of coded rules to replace manual annotation through methods such as weak supervision.
Snorkel's core framework enables enterprises to build usable training datasets in days rather than months.
Snorkel's customers are primarily large enterprises and institutions.
Snorkel AI has shifted its business focus to a data-as-a-service (DaaS) model.
Snorkel AI has completed a $350 million Series E funding round.
Snorkel AI was founded seven years ago.
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All Facts (9)
Stanford University's graduate course CS 329S (Machine Learning Systems Design) was designed and taught by Chip Huyen, with lecture notes and reading materials publicly accessible.
60%UnverifiedOn episode 57 of Chain of Thought, Snorkel AI's Alex Ratner said that to get models to do something different, you don't do brain surgery on neurons or reinvent the algorithm architecture — you go get data.
50%UnverifiedSnorkel AI is a company focused on data and reinforcement learning environments that has experienced explosive growth in recent years.
50%UnverifiedSnorkel AI was early known for its programmatic labeling technology, advocating the use of coded rules to replace manual annotation through methods such as weak supervision.
50%UnverifiedSnorkel AI has shifted its business focus to a data-as-a-service (DaaS) model.
50%UnverifiedSnorkel AI originated from a research project at Stanford University.
50%UnverifiedSnorkel's customers are primarily large enterprises and institutions.
50%UnverifiedSnorkel AI was founded seven years ago.
50%UnverifiedSnorkel's core framework enables enterprises to build usable training datasets in days rather than months.
50%