Introduction to Data-Centric AI
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54:51
Lecture 9: Data Privacy and Security
Introduction to Data-Centric AI
1.7K views • 1 year ago
51:58
Lecture 8: Encoding Human Priors: Data Augmentation and Prompt Engineering
Introduction to Data-Centric AI
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36:35
Lecture 7: Interpretability in Data-Centric ML
Introduction to Data-Centric AI
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39:53
Lecture 6: Growing or Compressing Datasets
Introduction to Data-Centric AI
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1:05:58
Lecture 5: Class Imbalance, Outliers, and Distribution Shift
Introduction to Data-Centric AI
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55:12
Lecture 4: Data-centric Evaluation of ML Models
Introduction to Data-Centric AI
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1:02:19
Lecture 3: Dataset Creation and Curation
Introduction to Data-Centric AI
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1:13:09
Lecture 2: Label Errors
Introduction to Data-Centric AI
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45:29
Lecture 1: Data-Centric AI vs. Model-Centric AI
Introduction to Data-Centric AI
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