Welcome to the C3 Digital Transformation Institute!
Introduction possibly written by C3? What does C3 want to say about the DTI? Maybe something about how researchers can change their workflows for the better, produce faster research, and collaborate more easily?
Introduction to the C3 system
This is an excellent location for a high level overview of C3’s system The beginning of their C3 guide already does this well.
How does C3 differ from traditional HPC systems?
- C3 offers a state-of-the-art data integration system as the basis for all Data Science operations. This is in contrast to HPC systems where all components of data management and the analysis pipeline must be installed and managed independently.
How do I get started?
Level 0: Public API Access
Level 1: GUI based data analysis and full access to COVID-19 Datalake
Level 2: Utilize C3 AI Suite and Jupyter notebook analysis
Level 3: State-of-the-art ML workflows requiring special ML models and/or GPUs
Essential Concepts
C3 is quite different from traditional HPC resources.
C3 Types
Canonicals, Transforms, and Data Integration
Timeseries Analysis and Metrics
Machine Learning Pipelines
Jobs
How research workflows map onto C3
Here, we provide several examples of scientific workflows and how they can be efficiently mapped onto the C3 system.