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Conference:  Transform X 2021
Authors: Andrew Ng
2021-10-07

tldr - powered by Generative AI

The presentation discusses the development of data-centric AI and provides tips for its implementation, with a focus on unstructured data.
  • Data-centric AI is becoming more widespread and systematic in its approach
  • Consistent labeling of data is crucial for learning algorithms to work effectively
  • Error analysis and engineering examples are important for structured data
  • Data augmentation and noise examples can be useful for unstructured data
  • Focusing on subsets of data can improve performance