Datasets

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• Data Preprocessing & Feature Exploration
• Hyperparameters
• Privacy in Data Science

• Human in the Loop...
  • Amazon Mechanical Turk (MTurk) - Using MTurk with Amazon SageMaker for Supervised Learning (ML)
  • Gengo.ai - high-quality multilingual data with a human touch for machine learning
  • Figure Eight CrowdFlower AI - build a state-of-the-art machine learning model trained with human labeled data

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• MNIST database
• Kaggle Datasets
• Registry of Open Data | on AWS
• Open Images | Google
• The Open Machine Learning project | OpenML.org
• Datasets | Wikipedia
• Neural Net Repository | Wolfram
• Open Data for Deep Learning & Machine Learning | 4j
• Wind Turbine Map and Database | USGS & DOE
• Autosomal DNA
• EMBER; benign and malicious Windows-portable executable files | Endgame
• Pascal Visual Object Classes Challenge (VOC)