Description:
Explore the transformative potential of synthetic data in the age of foundational language models in this thought-provoking 34-minute conference talk from MLOps World: Machine Learning in Production. Delve into the synergy between synthetic data and foundational models as Fabiana Clemente, Chief Data Officer at YData, examines the impact of data quality on Language Models (LMs) like GPT-3 and its successors. Discover the role of synthetic data in enhancing AI development, including its applications in data augmentation, bias mitigation, and data privacy protection. Gain valuable insights into how synthetic data is reshaping the landscape of AI and improving the quality of training data for foundational models.
Synthetic Data: Generative AI for Enhanced Data Quality in the Era of Foundational Models
Add to list
#Computer Science
#Machine Learning
#Synthetic Data
#MLOps
#Artificial Intelligence
#Natural Language Processing (NLP)
#LLM (Large Language Model)
#GPT-3
#Generative AI
#Information Security (InfoSec)
#Cybersecurity
#Data Privacy
#Language Models
#Humanities
#Ethics
#Bias
#Data Augmentation
0:00 / 0:00