Programmatic Labeling: Better AI Faster and Cheaper скачать в хорошем качестве

Programmatic Labeling: Better AI Faster and Cheaper

Labeling data manually has become one of the biggest blockers for building AI applications. Hand-labeling data is slow, error-prone, and risks data privacy. Programmatic labeling techniques, developed over half a decade at Stanford AI Lab by the Snorkel AI team, automate the labeling process to generate massive, high-quality datasets in minutes. Programmatic labeling has been proven to cut down AI application development time from weeks or months to minutes or days while keeping data in-house. Topics covered: • The limitations of current labeling strategies and why a lack of labeled training data is holding back AI application development. • What programmatic labeling is and how it works with examples from financial services, healthcare, and more. • Applications of programmatic labeling that resulted in more accurate models in dramatically less time allowing models to reach production faster with far less development cost. See more videos from Snorkel AI here:    / @snorkelai   More related videos:    • Programmatic labeling | Snorkel AI   More related videos:    • AI Data Development: Building Better AI Th...   #aiapplicationdevelopment #programmaticlabeling #automateddatalabeling