Snorkel AI

MAY 12, 2023

For example, when customers log onto our website or mobile app, our conversational AI capabilities can help find the information they may want. How are you looking at model evaluation for cases where data adapts rapidly? The same applies for buying a car with Capital One. KM: Final question before we end the session.

Machine Learning 52

Machine Learning Data Scientist Data Science ML 52

Snorkel AI

MAY 12, 2023

For example, when customers log onto our website or mobile app, our conversational AI capabilities can help find the information they may want. How are you looking at model evaluation for cases where data adapts rapidly? The same applies for buying a car with Capital One. KM: Final question before we end the session.

Machine Learning 52

Machine Learning Data Scientist Data Science ML 52

Topbots

JUNE 29, 2023

Adaptability over time To use Text2SQL in a durable way, you need to adapt to data drift, i. the changing distribution of the data to which the model is applied. For example, let’s assume that the data used for initial fine-tuning reflects the simple querying behaviour of users when they start using the BI system.

Algorithm 52

Algorithm Auto-complete Data Scientist Auto-classification 52

Snorkel AI

MAY 31, 2023

For instance, if you’re interested in a problem like testing a conversational AI solution or detecting out-of-distribution data, your ability to do that and reason about it is determined by your ability to have a great dataset. Peter Mattson: I think the rate of data drift is highly problem sensitive.

Data Drift 52

Data Drift Machine Learning ML Data Quality 52

Snorkel AI

MAY 31, 2023

For instance, if you’re interested in a problem like testing a conversational AI solution or detecting out-of-distribution data, your ability to do that and reason about it is determined by your ability to have a great dataset. Peter Mattson: I think the rate of data drift is highly problem sensitive.

Data Drift 52

Data Drift Machine Learning ML Data Quality 52