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Page 2: Challenges in Quality Assurance for Machine Learning-based ...research.nii.ac.jp/~f-ishikawa/work/1904-MLST19.pdf · t_-1 1.9K @ms rinna Replying to @Windows_Japan 0 680 @Windows_Japan

Page 3: Challenges in Quality Assurance for Machine Learning-based ...research.nii.ac.jp/~f-ishikawa/work/1904-MLST19.pdf · t_-1 1.9K @ms rinna Replying to @Windows_Japan 0 680 @Windows_Japan
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Page 5: Challenges in Quality Assurance for Machine Learning-based ...research.nii.ac.jp/~f-ishikawa/work/1904-MLST19.pdf · t_-1 1.9K @ms rinna Replying to @Windows_Japan 0 680 @Windows_Japan

Page 6: Challenges in Quality Assurance for Machine Learning-based ...research.nii.ac.jp/~f-ishikawa/work/1904-MLST19.pdf · t_-1 1.9K @ms rinna Replying to @Windows_Japan 0 680 @Windows_Japan

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Page 10: Challenges in Quality Assurance for Machine Learning-based ...research.nii.ac.jp/~f-ishikawa/work/1904-MLST19.pdf · t_-1 1.9K @ms rinna Replying to @Windows_Japan 0 680 @Windows_Japan
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0 20 40 60 80 100

Architecture Design

Training Data

Operation

Project Management

Updates

Debugging

Testing & Quality Evaluation / Assurance

Decision Making with Customers

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