Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Curate Training Data via Labeling Functions - 10 to 100x Faster

Snorkel AI via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Discover how to accelerate data labeling for enterprise AI initiatives through programmatic techniques. Learn about the challenges of traditional data labeling methods and explore the solution of using labeling functions to capture expert knowledge and scale data annotation. Understand how this approach can significantly reduce model development time from months to days. Explore real-world use cases including classifying chatbot utterances for banking, extracting procedures from pharmaceutical documents, and identifying drugs and adverse events in medical notes. Gain insights into iterating, adapting, and improving label accuracy through AI data development techniques.

Syllabus

Curate training data via labeling functions— 10 to 100x faster

Taught by

Snorkel AI

Reviews

Start your review of Curate Training Data via Labeling Functions - 10 to 100x Faster

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.