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NEW FEATURES

• Analyze data and share insights in full featured Jupyter Notebooks

• Customize powerful computing environments for Machine Learning and AI research

DATA STORAGE AND DISCOVERY

• Upload numeric, text, structured, and unstructured data using files or APIs 

• Curate and tag rich metadata for easy discovery

• Search across datasets, metadata and variables

DATA ANALYSIS AND EXPLORATION

• Filter, merge, and analyze billions of records in real time

• Use visual interface or APIs for analysis

• Do mashups with ease and bring disparate datasets together

COLLABORATION

• Analyze, visualize, and share data within Columbia and beyond

• Set granular access to datasets, projects, and analysis

• Automated version control and usage tracking

• Export data and visualizations to multiple formats 

DATA ARCHIVE

• Move datasets between hot-cold-archive storage to reduce cost

• Persistent links to archive data for reproducibility

• Data is always available instantly